How to add new bundles into pyAFQ (Acoustic Radiations Example)#

pyAFQ is designed to be customizable and extensible. This example shows how you can customize it to define a new bundle based on a definition of waypoint and endpoint ROIs of your design. In this case, we add the acoustic radiations.

We start by importing some of the components that we need for this example and fixing the random seed for reproducibility

import os.path as op
import plotly
import numpy as np

from AFQ.api.group import GroupAFQ
import AFQ.api.bundle_dict as abd
import AFQ.data.fetch as afd
from AFQ.definitions.image import ImageFile, RoiImage
np.random.seed(1234)

Get dMRI data#

We will analyze one subject from the Healthy Brain Network Processed Open Diffusion Derivatives dataset (HBN-POD2) 1, 2. We’ll use a fetcher to get preprocessed dMRI data for one of the >2,000 subjects in that study. The data gets organized into a BIDS-compatible format in the ~/AFQ_data/HBN folder:

study_dir = afd.fetch_hbn_preproc(["NDARAA948VFH"])[1]
  0%|          | 0/36 [00:00<?, ?it/s]
Downloading /home/runner/AFQ_data/HBN/derivatives/qsiprep/sub-NDARAA948VFH/anat/sub-NDARAA948VFH_desc-brain_mask.nii.gz:   0%|          | 0/36 [00:00<?, ?it/s]
Downloading /home/runner/AFQ_data/HBN/derivatives/qsiprep/sub-NDARAA948VFH/anat/sub-NDARAA948VFH_desc-preproc_T1w.nii.gz:   3%|▎         | 1/36 [00:00<00:01, 22.89it/s]
Downloading /home/runner/AFQ_data/HBN/derivatives/qsiprep/sub-NDARAA948VFH/anat/sub-NDARAA948VFH_desc-preproc_T1w.nii.gz:   6%|▌         | 2/36 [00:05<01:29,  2.63s/it]
Downloading /home/runner/AFQ_data/HBN/derivatives/qsiprep/sub-NDARAA948VFH/anat/sub-NDARAA948VFH_dseg.nii.gz:   6%|▌         | 2/36 [00:05<01:29,  2.63s/it]
Downloading /home/runner/AFQ_data/HBN/derivatives/qsiprep/sub-NDARAA948VFH/anat/sub-NDARAA948VFH_dseg.nii.gz:   8%|▊         | 3/36 [00:05<00:53,  1.63s/it]
Downloading /home/runner/AFQ_data/HBN/derivatives/qsiprep/sub-NDARAA948VFH/anat/sub-NDARAA948VFH_from-MNI152NLin2009cAsym_to-T1w_mode-image_xfm.h5:   8%|▊         | 3/36 [00:05<00:53,  1.63s/it]
Downloading /home/runner/AFQ_data/HBN/derivatives/qsiprep/sub-NDARAA948VFH/anat/sub-NDARAA948VFH_from-MNI152NLin2009cAsym_to-T1w_mode-image_xfm.h5:  11%|█         | 4/36 [00:07<00:53,  1.66s/it]
Downloading /home/runner/AFQ_data/HBN/derivatives/qsiprep/sub-NDARAA948VFH/anat/sub-NDARAA948VFH_from-T1w_to-MNI152NLin2009cAsym_mode-image_xfm.h5:  11%|█         | 4/36 [00:07<00:53,  1.66s/it]
Downloading /home/runner/AFQ_data/HBN/derivatives/qsiprep/sub-NDARAA948VFH/anat/sub-NDARAA948VFH_from-T1w_to-MNI152NLin2009cAsym_mode-image_xfm.h5:  14%|█▍        | 5/36 [00:08<00:44,  1.43s/it]
Downloading /home/runner/AFQ_data/HBN/derivatives/qsiprep/sub-NDARAA948VFH/anat/sub-NDARAA948VFH_label-CSF_probseg.nii.gz:  14%|█▍        | 5/36 [00:08<00:44,  1.43s/it]
Downloading /home/runner/AFQ_data/HBN/derivatives/qsiprep/sub-NDARAA948VFH/anat/sub-NDARAA948VFH_label-CSF_probseg.nii.gz:  17%|█▋        | 6/36 [00:08<00:35,  1.17s/it]
Downloading /home/runner/AFQ_data/HBN/derivatives/qsiprep/sub-NDARAA948VFH/anat/sub-NDARAA948VFH_label-GM_probseg.nii.gz:  17%|█▋        | 6/36 [00:08<00:35,  1.17s/it]
Downloading /home/runner/AFQ_data/HBN/derivatives/qsiprep/sub-NDARAA948VFH/anat/sub-NDARAA948VFH_label-GM_probseg.nii.gz:  19%|█▉        | 7/36 [00:09<00:28,  1.03it/s]
Downloading /home/runner/AFQ_data/HBN/derivatives/qsiprep/sub-NDARAA948VFH/anat/sub-NDARAA948VFH_label-WM_probseg.nii.gz:  19%|█▉        | 7/36 [00:09<00:28,  1.03it/s]
Downloading /home/runner/AFQ_data/HBN/derivatives/qsiprep/sub-NDARAA948VFH/anat/sub-NDARAA948VFH_label-WM_probseg.nii.gz:  22%|██▏       | 8/36 [00:09<00:22,  1.26it/s]
Downloading /home/runner/AFQ_data/HBN/derivatives/qsiprep/sub-NDARAA948VFH/anat/sub-NDARAA948VFH_space-MNI152NLin2009cAsym_desc-brain_mask.nii.gz:  22%|██▏       | 8/36 [00:09<00:22,  1.26it/s]
Downloading /home/runner/AFQ_data/HBN/derivatives/qsiprep/sub-NDARAA948VFH/anat/sub-NDARAA948VFH_space-MNI152NLin2009cAsym_desc-brain_mask.nii.gz:  25%|██▌       | 9/36 [00:10<00:17,  1.58it/s]
Downloading /home/runner/AFQ_data/HBN/derivatives/qsiprep/sub-NDARAA948VFH/anat/sub-NDARAA948VFH_space-MNI152NLin2009cAsym_desc-preproc_T1w.nii.gz:  25%|██▌       | 9/36 [00:10<00:17,  1.58it/s]
Downloading /home/runner/AFQ_data/HBN/derivatives/qsiprep/sub-NDARAA948VFH/anat/sub-NDARAA948VFH_space-MNI152NLin2009cAsym_desc-preproc_T1w.nii.gz:  28%|██▊       | 10/36 [00:10<00:16,  1.56it/s]
Downloading /home/runner/AFQ_data/HBN/derivatives/qsiprep/sub-NDARAA948VFH/anat/sub-NDARAA948VFH_space-MNI152NLin2009cAsym_dseg.nii.gz:  28%|██▊       | 10/36 [00:10<00:16,  1.56it/s]
Downloading /home/runner/AFQ_data/HBN/derivatives/qsiprep/sub-NDARAA948VFH/anat/sub-NDARAA948VFH_space-MNI152NLin2009cAsym_dseg.nii.gz:  31%|███       | 11/36 [00:11<00:13,  1.86it/s]
Downloading /home/runner/AFQ_data/HBN/derivatives/qsiprep/sub-NDARAA948VFH/anat/sub-NDARAA948VFH_space-MNI152NLin2009cAsym_label-CSF_probseg.nii.gz:  31%|███       | 11/36 [00:11<00:13,  1.86it/s]
Downloading /home/runner/AFQ_data/HBN/derivatives/qsiprep/sub-NDARAA948VFH/anat/sub-NDARAA948VFH_space-MNI152NLin2009cAsym_label-CSF_probseg.nii.gz:  33%|███▎      | 12/36 [00:11<00:14,  1.61it/s]
Downloading /home/runner/AFQ_data/HBN/derivatives/qsiprep/sub-NDARAA948VFH/anat/sub-NDARAA948VFH_space-MNI152NLin2009cAsym_label-GM_probseg.nii.gz:  33%|███▎      | 12/36 [00:11<00:14,  1.61it/s]
Downloading /home/runner/AFQ_data/HBN/derivatives/qsiprep/sub-NDARAA948VFH/anat/sub-NDARAA948VFH_space-MNI152NLin2009cAsym_label-GM_probseg.nii.gz:  36%|███▌      | 13/36 [00:12<00:14,  1.61it/s]
Downloading /home/runner/AFQ_data/HBN/derivatives/qsiprep/sub-NDARAA948VFH/anat/sub-NDARAA948VFH_space-MNI152NLin2009cAsym_label-WM_probseg.nii.gz:  36%|███▌      | 13/36 [00:12<00:14,  1.61it/s]
Downloading /home/runner/AFQ_data/HBN/derivatives/qsiprep/sub-NDARAA948VFH/anat/sub-NDARAA948VFH_space-MNI152NLin2009cAsym_label-WM_probseg.nii.gz:  39%|███▉      | 14/36 [00:13<00:13,  1.58it/s]
Downloading /home/runner/AFQ_data/HBN/derivatives/qsiprep/sub-NDARAA948VFH/figures/sub-NDARAA948VFH_seg_brainmask.svg:  39%|███▉      | 14/36 [00:13<00:13,  1.58it/s]
Downloading /home/runner/AFQ_data/HBN/derivatives/qsiprep/sub-NDARAA948VFH/figures/sub-NDARAA948VFH_seg_brainmask.svg:  42%|████▏     | 15/36 [00:13<00:13,  1.61it/s]
Downloading /home/runner/AFQ_data/HBN/derivatives/qsiprep/sub-NDARAA948VFH/figures/sub-NDARAA948VFH_ses-HBNsiteRU_acq-64dir_carpetplot.svg:  42%|████▏     | 15/36 [00:13<00:13,  1.61it/s]
Downloading /home/runner/AFQ_data/HBN/derivatives/qsiprep/sub-NDARAA948VFH/figures/sub-NDARAA948VFH_ses-HBNsiteRU_acq-64dir_carpetplot.svg:  44%|████▍     | 16/36 [00:14<00:10,  1.86it/s]
Downloading /home/runner/AFQ_data/HBN/derivatives/qsiprep/sub-NDARAA948VFH/figures/sub-NDARAA948VFH_ses-HBNsiteRU_acq-64dir_coreg.svg:  44%|████▍     | 16/36 [00:14<00:10,  1.86it/s]
Downloading /home/runner/AFQ_data/HBN/derivatives/qsiprep/sub-NDARAA948VFH/figures/sub-NDARAA948VFH_ses-HBNsiteRU_acq-64dir_coreg.svg:  47%|████▋     | 17/36 [00:14<00:09,  2.02it/s]
Downloading /home/runner/AFQ_data/HBN/derivatives/qsiprep/sub-NDARAA948VFH/figures/sub-NDARAA948VFH_ses-HBNsiteRU_acq-64dir_desc-resampled_b0ref.svg:  47%|████▋     | 17/36 [00:14<00:09,  2.02it/s]
Downloading /home/runner/AFQ_data/HBN/derivatives/qsiprep/sub-NDARAA948VFH/figures/sub-NDARAA948VFH_ses-HBNsiteRU_acq-64dir_desc-resampled_b0ref.svg:  50%|█████     | 18/36 [00:14<00:08,  2.20it/s]
Downloading /home/runner/AFQ_data/HBN/derivatives/qsiprep/sub-NDARAA948VFH/figures/sub-NDARAA948VFH_ses-HBNsiteRU_acq-64dir_desc-sdc_b0.svg:  50%|█████     | 18/36 [00:14<00:08,  2.20it/s]
Downloading /home/runner/AFQ_data/HBN/derivatives/qsiprep/sub-NDARAA948VFH/figures/sub-NDARAA948VFH_ses-HBNsiteRU_acq-64dir_desc-sdc_b0.svg:  53%|█████▎    | 19/36 [00:15<00:07,  2.31it/s]
Downloading /home/runner/AFQ_data/HBN/derivatives/qsiprep/sub-NDARAA948VFH/figures/sub-NDARAA948VFH_ses-HBNsiteRU_acq-64dir_dwi_denoise_ses_HBNsiteRU_acq_64dir_dwi_wf_biascorr.svg:  53%|█████▎    | 19/36 [00:15<00:07,  2.31it/s]
Downloading /home/runner/AFQ_data/HBN/derivatives/qsiprep/sub-NDARAA948VFH/figures/sub-NDARAA948VFH_ses-HBNsiteRU_acq-64dir_dwi_denoise_ses_HBNsiteRU_acq_64dir_dwi_wf_biascorr.svg:  56%|█████▌    | 20/36 [00:15<00:07,  2.21it/s]
Downloading /home/runner/AFQ_data/HBN/derivatives/qsiprep/sub-NDARAA948VFH/figures/sub-NDARAA948VFH_ses-HBNsiteRU_acq-64dir_dwi_denoise_ses_HBNsiteRU_acq_64dir_dwi_wf_denoising.svg:  56%|█████▌    | 20/36 [00:15<00:07,  2.21it/s]
Downloading /home/runner/AFQ_data/HBN/derivatives/qsiprep/sub-NDARAA948VFH/figures/sub-NDARAA948VFH_ses-HBNsiteRU_acq-64dir_dwi_denoise_ses_HBNsiteRU_acq_64dir_dwi_wf_denoising.svg:  58%|█████▊    | 21/36 [00:16<00:08,  1.87it/s]
Downloading /home/runner/AFQ_data/HBN/derivatives/qsiprep/sub-NDARAA948VFH/figures/sub-NDARAA948VFH_ses-HBNsiteRU_acq-64dir_dwi_denoise_ses_HBNsiteRU_acq_64dir_dwi_wf_unringing.svg:  58%|█████▊    | 21/36 [00:16<00:08,  1.87it/s]
Downloading /home/runner/AFQ_data/HBN/derivatives/qsiprep/sub-NDARAA948VFH/figures/sub-NDARAA948VFH_ses-HBNsiteRU_acq-64dir_dwi_denoise_ses_HBNsiteRU_acq_64dir_dwi_wf_unringing.svg:  61%|██████    | 22/36 [00:17<00:07,  1.80it/s]
Downloading /home/runner/AFQ_data/HBN/derivatives/qsiprep/sub-NDARAA948VFH/figures/sub-NDARAA948VFH_ses-HBNsiteRU_acq-64dir_sampling_scheme.gif:  61%|██████    | 22/36 [00:17<00:07,  1.80it/s]
Downloading /home/runner/AFQ_data/HBN/derivatives/qsiprep/sub-NDARAA948VFH/figures/sub-NDARAA948VFH_ses-HBNsiteRU_acq-64dir_sampling_scheme.gif:  64%|██████▍   | 23/36 [00:17<00:06,  1.94it/s]
Downloading /home/runner/AFQ_data/HBN/derivatives/qsiprep/sub-NDARAA948VFH/figures/sub-NDARAA948VFH_t1_2_mni.svg:  64%|██████▍   | 23/36 [00:17<00:06,  1.94it/s]
Downloading /home/runner/AFQ_data/HBN/derivatives/qsiprep/sub-NDARAA948VFH/figures/sub-NDARAA948VFH_t1_2_mni.svg:  67%|██████▋   | 24/36 [00:17<00:05,  2.13it/s]
Downloading /home/runner/AFQ_data/HBN/derivatives/qsiprep/sub-NDARAA948VFH/ses-HBNsiteRU/anat/sub-NDARAA948VFH_ses-HBNsiteRU_acq-HCP_from-orig_to-T1w_mode-image_xfm.txt:  67%|██████▋   | 24/36 [00:17<00:05,  2.13it/s]
Downloading /home/runner/AFQ_data/HBN/derivatives/qsiprep/sub-NDARAA948VFH/ses-HBNsiteRU/anat/sub-NDARAA948VFH_ses-HBNsiteRU_acq-HCP_from-orig_to-T1w_mode-image_xfm.txt:  69%|██████▉   | 25/36 [00:18<00:04,  2.34it/s]
Downloading /home/runner/AFQ_data/HBN/derivatives/qsiprep/sub-NDARAA948VFH/ses-HBNsiteRU/dwi/sub-NDARAA948VFH_ses-HBNsiteRU_acq-64dir_confounds.tsv:  69%|██████▉   | 25/36 [00:18<00:04,  2.34it/s]
Downloading /home/runner/AFQ_data/HBN/derivatives/qsiprep/sub-NDARAA948VFH/ses-HBNsiteRU/dwi/sub-NDARAA948VFH_ses-HBNsiteRU_acq-64dir_confounds.tsv:  72%|███████▏  | 26/36 [00:18<00:03,  2.53it/s]
Downloading /home/runner/AFQ_data/HBN/derivatives/qsiprep/sub-NDARAA948VFH/ses-HBNsiteRU/dwi/sub-NDARAA948VFH_ses-HBNsiteRU_acq-64dir_desc-ImageQC_dwi.csv:  72%|███████▏  | 26/36 [00:18<00:03,  2.53it/s]
Downloading /home/runner/AFQ_data/HBN/derivatives/qsiprep/sub-NDARAA948VFH/ses-HBNsiteRU/dwi/sub-NDARAA948VFH_ses-HBNsiteRU_acq-64dir_desc-ImageQC_dwi.csv:  75%|███████▌  | 27/36 [00:18<00:03,  2.52it/s]
Downloading /home/runner/AFQ_data/HBN/derivatives/qsiprep/sub-NDARAA948VFH/ses-HBNsiteRU/dwi/sub-NDARAA948VFH_ses-HBNsiteRU_acq-64dir_desc-SliceQC_dwi.json:  75%|███████▌  | 27/36 [00:18<00:03,  2.52it/s]
Downloading /home/runner/AFQ_data/HBN/derivatives/qsiprep/sub-NDARAA948VFH/ses-HBNsiteRU/dwi/sub-NDARAA948VFH_ses-HBNsiteRU_acq-64dir_desc-SliceQC_dwi.json:  78%|███████▊  | 28/36 [00:19<00:03,  2.62it/s]
Downloading /home/runner/AFQ_data/HBN/derivatives/qsiprep/sub-NDARAA948VFH/ses-HBNsiteRU/dwi/sub-NDARAA948VFH_ses-HBNsiteRU_acq-64dir_dwiqc.json:  78%|███████▊  | 28/36 [00:19<00:03,  2.62it/s]
Downloading /home/runner/AFQ_data/HBN/derivatives/qsiprep/sub-NDARAA948VFH/ses-HBNsiteRU/dwi/sub-NDARAA948VFH_ses-HBNsiteRU_acq-64dir_dwiqc.json:  81%|████████  | 29/36 [00:19<00:03,  2.32it/s]
Downloading /home/runner/AFQ_data/HBN/derivatives/qsiprep/sub-NDARAA948VFH/ses-HBNsiteRU/dwi/sub-NDARAA948VFH_ses-HBNsiteRU_acq-64dir_space-T1w_desc-brain_mask.nii.gz:  81%|████████  | 29/36 [00:19<00:03,  2.32it/s]
Downloading /home/runner/AFQ_data/HBN/derivatives/qsiprep/sub-NDARAA948VFH/ses-HBNsiteRU/dwi/sub-NDARAA948VFH_ses-HBNsiteRU_acq-64dir_space-T1w_desc-brain_mask.nii.gz:  83%|████████▎ | 30/36 [00:20<00:02,  2.61it/s]
Downloading /home/runner/AFQ_data/HBN/derivatives/qsiprep/sub-NDARAA948VFH/ses-HBNsiteRU/dwi/sub-NDARAA948VFH_ses-HBNsiteRU_acq-64dir_space-T1w_desc-eddy_cnr.nii.gz:  83%|████████▎ | 30/36 [00:20<00:02,  2.61it/s]
Downloading /home/runner/AFQ_data/HBN/derivatives/qsiprep/sub-NDARAA948VFH/ses-HBNsiteRU/dwi/sub-NDARAA948VFH_ses-HBNsiteRU_acq-64dir_space-T1w_desc-eddy_cnr.nii.gz:  86%|████████▌ | 31/36 [00:20<00:01,  2.87it/s]
Downloading /home/runner/AFQ_data/HBN/derivatives/qsiprep/sub-NDARAA948VFH/ses-HBNsiteRU/dwi/sub-NDARAA948VFH_ses-HBNsiteRU_acq-64dir_space-T1w_desc-preproc_dwi.b:  86%|████████▌ | 31/36 [00:20<00:01,  2.87it/s]
Downloading /home/runner/AFQ_data/HBN/derivatives/qsiprep/sub-NDARAA948VFH/ses-HBNsiteRU/dwi/sub-NDARAA948VFH_ses-HBNsiteRU_acq-64dir_space-T1w_desc-preproc_dwi.b:  89%|████████▉ | 32/36 [00:20<00:01,  2.97it/s]
Downloading /home/runner/AFQ_data/HBN/derivatives/qsiprep/sub-NDARAA948VFH/ses-HBNsiteRU/dwi/sub-NDARAA948VFH_ses-HBNsiteRU_acq-64dir_space-T1w_desc-preproc_dwi.bval:  89%|████████▉ | 32/36 [00:20<00:01,  2.97it/s]
Downloading /home/runner/AFQ_data/HBN/derivatives/qsiprep/sub-NDARAA948VFH/ses-HBNsiteRU/dwi/sub-NDARAA948VFH_ses-HBNsiteRU_acq-64dir_space-T1w_desc-preproc_dwi.bval:  92%|█████████▏| 33/36 [00:20<00:00,  3.17it/s]
Downloading /home/runner/AFQ_data/HBN/derivatives/qsiprep/sub-NDARAA948VFH/ses-HBNsiteRU/dwi/sub-NDARAA948VFH_ses-HBNsiteRU_acq-64dir_space-T1w_desc-preproc_dwi.bvec:  92%|█████████▏| 33/36 [00:20<00:00,  3.17it/s]
Downloading /home/runner/AFQ_data/HBN/derivatives/qsiprep/sub-NDARAA948VFH/ses-HBNsiteRU/dwi/sub-NDARAA948VFH_ses-HBNsiteRU_acq-64dir_space-T1w_desc-preproc_dwi.bvec:  94%|█████████▍| 34/36 [00:21<00:00,  3.35it/s]
Downloading /home/runner/AFQ_data/HBN/derivatives/qsiprep/sub-NDARAA948VFH/ses-HBNsiteRU/dwi/sub-NDARAA948VFH_ses-HBNsiteRU_acq-64dir_space-T1w_desc-preproc_dwi.nii.gz:  94%|█████████▍| 34/36 [00:21<00:00,  3.35it/s]
Downloading /home/runner/AFQ_data/HBN/derivatives/qsiprep/sub-NDARAA948VFH/ses-HBNsiteRU/dwi/sub-NDARAA948VFH_ses-HBNsiteRU_acq-64dir_space-T1w_desc-preproc_dwi.nii.gz:  97%|█████████▋| 35/36 [00:22<00:00,  1.52it/s]
Downloading /home/runner/AFQ_data/HBN/derivatives/qsiprep/sub-NDARAA948VFH/ses-HBNsiteRU/dwi/sub-NDARAA948VFH_ses-HBNsiteRU_acq-64dir_space-T1w_dwiref.nii.gz:  97%|█████████▋| 35/36 [00:22<00:00,  1.52it/s]
Downloading /home/runner/AFQ_data/HBN/derivatives/qsiprep/sub-NDARAA948VFH/ses-HBNsiteRU/dwi/sub-NDARAA948VFH_ses-HBNsiteRU_acq-64dir_space-T1w_dwiref.nii.gz: 100%|██████████| 36/36 [00:22<00:00,  1.84it/s]
Downloading /home/runner/AFQ_data/HBN/derivatives/qsiprep/sub-NDARAA948VFH/ses-HBNsiteRU/dwi/sub-NDARAA948VFH_ses-HBNsiteRU_acq-64dir_space-T1w_dwiref.nii.gz: 100%|██████████| 36/36 [00:22<00:00,  1.57it/s]

Define custom BundleDict object#

The BundleDict object holds information about “include” and “exclude” ROIs, as well as endpoint ROIS, and whether the bundle crosses the midline. In this case, the ROIs are all defined in the MNI template space that is used as the default template space in pyAFQ, but, in principle, other template spaces could be used.

The ROIs for the case can be downloaded using a custom fetcher which saves the ROIs to a folder and creates a dictionary of paths to the ROIs:

ar_rois = afd.read_ar_templates()

bundles = abd.BundleDict({
    "Left Acoustic Radiation": {
        "start": ar_rois["AAL_Thal_L"],
        "end": ar_rois["AAL_TempSup_L"],
        "cross_midline": False,
    },
    "Right Acoustic Radiation": {
        "start": ar_rois["AAL_Thal_R"],
        "end": ar_rois["AAL_TempSup_R"],
        "cross_midline": False
    }
})
  0%|          | 0/16 [00:00<?, ? MB/s]
 25%|██▌       | 4/16 [00:00<00:00, 30.15 MB/s]
100%|██████████| 16/16 [00:00<00:00, 79.75 MB/s]

  0%|          | 0/16 [00:00<?, ? MB/s]
 25%|██▌       | 4/16 [00:00<00:00, 30.02 MB/s]
100%|██████████| 16/16 [00:00<00:00, 79.31 MB/s]

  0%|          | 0/16 [00:00<?, ? MB/s]
 25%|██▌       | 4/16 [00:00<00:00, 29.89 MB/s]
 88%|████████▊ | 14/16 [00:00<00:00, 56.13 MB/s]
100%|██████████| 16/16 [00:00<00:00, 59.51 MB/s]

  0%|          | 0/16 [00:00<?, ? MB/s]
 25%|██▌       | 4/16 [00:00<00:00, 29.64 MB/s]
100%|██████████| 16/16 [00:00<00:00, 78.54 MB/s]
Downloading https://templateflow.s3.amazonaws.com/tpl-MNI152NLin2009cAsym/tpl-MNI152NLin2009cAsym_res-01_T2w.nii.gz

  0%|          | 0.00/13.3M [00:00<?, ?B/s]
 61%|██████    | 8.04M/13.3M [00:00<00:00, 80.4MB/s]
100%|██████████| 13.3M/13.3M [00:00<00:00, 83.2MB/s]
Downloading https://templateflow.s3.amazonaws.com/tpl-MNI152NLin2009cAsym/tpl-MNI152NLin2009cAsym_res-01_desc-brain_mask.nii.gz

  0%|          | 0.00/160k [00:00<?, ?B/s]
100%|██████████| 160k/160k [00:00<00:00, 4.28MB/s]

Define GroupAFQ object#

HBN POD2 have been processed with qsiprep 3. This means that a brain mask has already been computer for them. As you can see in other examples, these data also have a mapping calculated for them, which can also be incorporated into processing. However, in this case, we will let pyAFQ calculate its own SyN-based mapping so that the combine_bundle method can be used below to create a montage visualization.

For tractography, we use CSD-based probabilistic tractography seeding extensively (n_seeds=4 means 81 seeds per voxel!), but only within the ROIs and not throughout the white matter. This is controlled by passing “seed_mask”: RoiImage() in the tracking_params dict. The custom bundles are passed as bundle_info=bundles. The call to my_afq.export_all() initiates the pipeline.

brain_mask_definition = ImageFile(
    suffix="mask",
    filters={'desc': 'brain',
             'space': 'T1w',
             'scope': 'qsiprep'})

my_afq = GroupAFQ(
    bids_path=study_dir,
    preproc_pipeline="qsiprep",
    participant_labels=["NDARAA948VFH"],
    output_dir=op.join(study_dir, "derivatives", "afq_ar"),
    brain_mask_definition=brain_mask_definition,
    tracking_params={"n_seeds": 4,
                     "directions": "prob",
                     "odf_model": "CSD",
                     "seed_mask": RoiImage(use_endpoints=True)},
    bundle_info=bundles)

my_afq.export_all()
  0%|          | 0/234119.0 [00:00<?, ?it/s]
  0%|          | 197/234119.0 [00:00<02:01, 1931.97it/s]
  0%|          | 657/234119.0 [00:00<01:06, 3486.94it/s]
  0%|          | 1109/234119.0 [00:00<00:58, 3953.58it/s]
  1%|          | 1553/234119.0 [00:00<00:56, 4143.01it/s]
  1%|          | 1997/234119.0 [00:00<00:54, 4245.95it/s]
  1%|          | 2434/234119.0 [00:00<00:54, 4286.29it/s]
  1%|          | 2868/234119.0 [00:00<00:53, 4301.90it/s]
  1%|▏         | 3309/234119.0 [00:00<00:53, 4335.73it/s]
  2%|▏         | 3750/234119.0 [00:00<00:52, 4358.33it/s]
  2%|▏         | 4186/234119.0 [00:01<00:53, 4332.29it/s]
  2%|▏         | 4633/234119.0 [00:01<00:52, 4373.18it/s]
  2%|▏         | 5090/234119.0 [00:01<00:51, 4430.46it/s]
  2%|▏         | 5535/234119.0 [00:01<00:51, 4433.08it/s]
  3%|▎         | 5981/234119.0 [00:01<00:51, 4438.60it/s]
  3%|▎         | 6425/234119.0 [00:01<00:51, 4404.01it/s]
  3%|▎         | 6868/234119.0 [00:01<00:51, 4410.75it/s]
  3%|▎         | 7319/234119.0 [00:01<00:51, 4440.33it/s]
  3%|▎         | 7764/234119.0 [00:01<00:51, 4432.76it/s]
  4%|▎         | 8208/234119.0 [00:01<00:51, 4376.39it/s]
  4%|▎         | 8646/234119.0 [00:02<00:51, 4339.07it/s]
  4%|▍         | 9104/234119.0 [00:02<00:51, 4407.64it/s]
  4%|▍         | 9566/234119.0 [00:02<00:50, 4466.79it/s]
  4%|▍         | 10014/234119.0 [00:02<00:50, 4470.63it/s]
  4%|▍         | 10462/234119.0 [00:02<00:50, 4449.15it/s]
  5%|▍         | 10920/234119.0 [00:02<00:49, 4487.47it/s]
  5%|▍         | 11369/234119.0 [00:02<00:49, 4479.60it/s]
  5%|▌         | 11828/234119.0 [00:02<00:49, 4511.21it/s]
  5%|▌         | 12280/234119.0 [00:02<00:49, 4492.97it/s]
  5%|▌         | 12730/234119.0 [00:02<00:49, 4464.81it/s]
  6%|▌         | 13177/234119.0 [00:03<00:49, 4461.30it/s]
  6%|▌         | 13636/234119.0 [00:03<00:49, 4498.89it/s]
  6%|▌         | 14109/234119.0 [00:03<00:48, 4566.59it/s]
  6%|▌         | 14566/234119.0 [00:03<00:48, 4504.52it/s]
  6%|▋         | 15017/234119.0 [00:03<00:49, 4453.33it/s]
  7%|▋         | 15469/234119.0 [00:03<00:48, 4472.85it/s]
  7%|▋         | 15924/234119.0 [00:03<00:48, 4493.44it/s]
  7%|▋         | 16378/234119.0 [00:03<00:48, 4506.05it/s]
  7%|▋         | 16832/234119.0 [00:03<00:48, 4513.20it/s]
  7%|▋         | 17284/234119.0 [00:03<00:48, 4481.24it/s]
  8%|▊         | 17733/234119.0 [00:04<00:48, 4443.07it/s]
  8%|▊         | 18178/234119.0 [00:04<00:49, 4392.60it/s]
  8%|▊         | 18634/234119.0 [00:04<00:48, 4439.90it/s]
  8%|▊         | 19088/234119.0 [00:04<00:48, 4467.12it/s]
  8%|▊         | 19543/234119.0 [00:04<00:47, 4490.82it/s]
  9%|▊         | 19993/234119.0 [00:04<00:47, 4489.77it/s]
  9%|▊         | 20443/234119.0 [00:04<00:47, 4489.04it/s]
  9%|▉         | 20892/234119.0 [00:04<00:47, 4473.75it/s]
  9%|▉         | 21343/234119.0 [00:04<00:47, 4482.52it/s]
  9%|▉         | 21800/234119.0 [00:04<00:47, 4506.11it/s]
 10%|▉         | 22251/234119.0 [00:05<00:47, 4472.94it/s]
 10%|▉         | 22699/234119.0 [00:05<00:47, 4407.70it/s]
 10%|▉         | 23144/234119.0 [00:05<00:47, 4419.85it/s]
 10%|█         | 23595/234119.0 [00:05<00:47, 4445.16it/s]
 10%|█         | 24043/234119.0 [00:05<00:47, 4455.06it/s]
 10%|█         | 24503/234119.0 [00:05<00:46, 4497.23it/s]
 11%|█         | 24960/234119.0 [00:05<00:46, 4518.91it/s]
 11%|█         | 25417/234119.0 [00:05<00:46, 4532.86it/s]
 11%|█         | 25876/234119.0 [00:05<00:45, 4549.60it/s]
 11%|█         | 26332/234119.0 [00:05<00:45, 4543.67it/s]
 11%|█▏        | 26787/234119.0 [00:06<00:46, 4491.76it/s]
 12%|█▏        | 27237/234119.0 [00:06<00:46, 4479.73it/s]
 12%|█▏        | 27690/234119.0 [00:06<00:45, 4492.41it/s]
 12%|█▏        | 28162/234119.0 [00:06<00:45, 4558.65it/s]
 12%|█▏        | 28618/234119.0 [00:06<00:45, 4557.94it/s]
 12%|█▏        | 29074/234119.0 [00:06<00:45, 4538.80it/s]
 13%|█▎        | 29528/234119.0 [00:06<00:45, 4478.00it/s]
 13%|█▎        | 29983/234119.0 [00:06<00:45, 4497.02it/s]
 13%|█▎        | 30433/234119.0 [00:06<00:45, 4482.69it/s]
 13%|█▎        | 30882/234119.0 [00:06<00:45, 4456.13it/s]
 13%|█▎        | 31336/234119.0 [00:07<00:45, 4479.53it/s]
 14%|█▎        | 31795/234119.0 [00:07<00:44, 4511.69it/s]
 14%|█▍        | 32265/234119.0 [00:07<00:44, 4567.44it/s]
 14%|█▍        | 32722/234119.0 [00:07<00:44, 4554.91it/s]
 14%|█▍        | 33180/234119.0 [00:07<00:44, 4558.49it/s]
 14%|█▍        | 33636/234119.0 [00:07<01:14, 2695.13it/s]
 15%|█▍        | 34087/234119.0 [00:07<01:05, 3060.40it/s]
 15%|█▍        | 34524/234119.0 [00:08<00:59, 3352.72it/s]
 15%|█▍        | 34945/234119.0 [00:08<00:55, 3559.73it/s]
 15%|█▌        | 35405/234119.0 [00:08<00:51, 3826.87it/s]
 15%|█▌        | 35881/234119.0 [00:08<00:48, 4075.66it/s]
 16%|█▌        | 36341/234119.0 [00:08<00:46, 4219.44it/s]
 16%|█▌        | 36804/234119.0 [00:08<00:45, 4335.62it/s]
 16%|█▌        | 37255/234119.0 [00:08<00:45, 4362.74it/s]
 16%|█▌        | 37704/234119.0 [00:08<00:44, 4368.68it/s]
 16%|█▋        | 38150/234119.0 [00:08<00:44, 4376.41it/s]
 16%|█▋        | 38597/234119.0 [00:08<00:44, 4402.51it/s]
 17%|█▋        | 39070/234119.0 [00:09<00:43, 4498.83it/s]
 17%|█▋        | 39526/234119.0 [00:09<00:43, 4516.62it/s]
 17%|█▋        | 39999/234119.0 [00:09<00:42, 4579.57it/s]
 17%|█▋        | 40459/234119.0 [00:09<00:42, 4574.38it/s]
 17%|█▋        | 40918/234119.0 [00:09<00:42, 4554.10it/s]
 18%|█▊        | 41375/234119.0 [00:09<00:42, 4526.60it/s]
 18%|█▊        | 41829/234119.0 [00:09<00:42, 4530.30it/s]
 18%|█▊        | 42292/234119.0 [00:09<00:42, 4558.65it/s]
 18%|█▊        | 42770/234119.0 [00:09<00:41, 4624.60it/s]
 18%|█▊        | 43250/234119.0 [00:09<00:40, 4676.07it/s]
 19%|█▊        | 43722/234119.0 [00:10<00:40, 4687.16it/s]
 19%|█▉        | 44191/234119.0 [00:10<00:41, 4598.05it/s]
 19%|█▉        | 44652/234119.0 [00:10<00:41, 4526.17it/s]
 19%|█▉        | 45106/234119.0 [00:10<00:41, 4513.07it/s]
 19%|█▉        | 45558/234119.0 [00:10<00:41, 4506.48it/s]
 20%|█▉        | 46027/234119.0 [00:10<00:41, 4559.40it/s]
 20%|█▉        | 46500/234119.0 [00:10<00:40, 4609.41it/s]
 20%|██        | 46983/234119.0 [00:10<00:40, 4670.69it/s]
 20%|██        | 47451/234119.0 [00:10<00:40, 4656.10it/s]
 20%|██        | 47917/234119.0 [00:10<00:40, 4647.05it/s]
 21%|██        | 48382/234119.0 [00:11<00:40, 4615.70it/s]
 21%|██        | 48844/234119.0 [00:11<00:40, 4590.95it/s]
 21%|██        | 49304/234119.0 [00:11<00:40, 4576.56it/s]
 21%|██▏       | 49762/234119.0 [00:11<00:40, 4548.78it/s]
 21%|██▏       | 50250/234119.0 [00:11<00:39, 4645.93it/s]
 22%|██▏       | 50749/234119.0 [00:11<00:38, 4747.43it/s]
 22%|██▏       | 51224/234119.0 [00:11<00:38, 4737.43it/s]
 22%|██▏       | 51711/234119.0 [00:11<00:38, 4776.24it/s]
 22%|██▏       | 52189/234119.0 [00:11<00:38, 4748.02it/s]
 22%|██▏       | 52664/234119.0 [00:11<00:38, 4668.35it/s]
 23%|██▎       | 53132/234119.0 [00:12<00:38, 4643.23it/s]
 23%|██▎       | 53597/234119.0 [00:12<00:39, 4595.62it/s]
 23%|██▎       | 54078/234119.0 [00:12<00:38, 4658.18it/s]
 23%|██▎       | 54554/234119.0 [00:12<00:38, 4684.97it/s]
 24%|██▎       | 55054/234119.0 [00:12<00:37, 4776.83it/s]
 24%|██▎       | 55535/234119.0 [00:12<00:37, 4784.33it/s]
 24%|██▍       | 56014/234119.0 [00:12<00:37, 4774.09it/s]
 24%|██▍       | 56492/234119.0 [00:12<00:37, 4716.15it/s]
 24%|██▍       | 56964/234119.0 [00:12<00:38, 4660.27it/s]
 25%|██▍       | 57431/234119.0 [00:12<00:38, 4616.10it/s]
 25%|██▍       | 57900/234119.0 [00:13<00:38, 4635.85it/s]
 25%|██▍       | 58371/234119.0 [00:13<00:37, 4657.71it/s]
 25%|██▌       | 58853/234119.0 [00:13<00:37, 4705.31it/s]
 25%|██▌       | 59352/234119.0 [00:13<00:36, 4789.41it/s]
 26%|██▌       | 59842/234119.0 [00:13<00:36, 4820.52it/s]
 26%|██▌       | 60325/234119.0 [00:13<00:36, 4796.58it/s]
 26%|██▌       | 60805/234119.0 [00:13<00:36, 4770.41it/s]
 26%|██▌       | 61283/234119.0 [00:13<00:36, 4725.06it/s]
 26%|██▋       | 61756/234119.0 [00:13<00:36, 4663.65it/s]
 27%|██▋       | 62223/234119.0 [00:13<00:36, 4652.67it/s]
 27%|██▋       | 62695/234119.0 [00:14<00:36, 4670.89it/s]
 27%|██▋       | 63163/234119.0 [00:14<00:36, 4668.02it/s]
 27%|██▋       | 63651/234119.0 [00:14<00:36, 4730.13it/s]
 27%|██▋       | 64161/234119.0 [00:14<00:35, 4838.30it/s]
 28%|██▊       | 64645/234119.0 [00:14<00:35, 4830.55it/s]
 28%|██▊       | 65129/234119.0 [00:14<00:35, 4784.22it/s]
 28%|██▊       | 65608/234119.0 [00:14<00:35, 4748.66it/s]
 28%|██▊       | 66084/234119.0 [00:14<00:35, 4673.81it/s]
 28%|██▊       | 66552/234119.0 [00:14<00:35, 4665.90it/s]
 29%|██▊       | 67031/234119.0 [00:14<00:35, 4700.30it/s]
 29%|██▉       | 67533/234119.0 [00:15<00:34, 4795.09it/s]
 29%|██▉       | 68013/234119.0 [00:15<00:35, 4713.71it/s]
 29%|██▉       | 68494/234119.0 [00:15<00:34, 4741.46it/s]
 29%|██▉       | 68969/234119.0 [00:15<00:35, 4717.89it/s]
 30%|██▉       | 69442/234119.0 [00:15<00:34, 4712.05it/s]
 30%|██▉       | 69914/234119.0 [00:15<00:34, 4693.06it/s]
 30%|███       | 70384/234119.0 [00:15<00:35, 4658.71it/s]
 30%|███       | 70859/234119.0 [00:15<00:34, 4684.01it/s]
 30%|███       | 71328/234119.0 [00:15<00:34, 4677.64it/s]
 31%|███       | 71825/234119.0 [00:16<00:34, 4761.96it/s]
 31%|███       | 72317/234119.0 [00:16<00:33, 4808.90it/s]
 31%|███       | 72807/234119.0 [00:16<00:33, 4833.51it/s]
 31%|███▏      | 73291/234119.0 [00:16<00:33, 4763.27it/s]
 32%|███▏      | 73768/234119.0 [00:16<00:33, 4727.16it/s]
 32%|███▏      | 74241/234119.0 [00:16<00:34, 4684.34it/s]
 32%|███▏      | 74710/234119.0 [00:16<00:34, 4649.01it/s]
 32%|███▏      | 75192/234119.0 [00:16<00:33, 4698.79it/s]
 32%|███▏      | 75678/234119.0 [00:16<00:33, 4745.80it/s]
 33%|███▎      | 76171/234119.0 [00:16<00:32, 4799.49it/s]
 33%|███▎      | 76664/234119.0 [00:17<00:32, 4837.46it/s]
 33%|███▎      | 77163/234119.0 [00:17<00:32, 4880.96it/s]
 33%|███▎      | 77652/234119.0 [00:17<00:33, 4685.68it/s]
 33%|███▎      | 78123/234119.0 [00:17<00:33, 4668.62it/s]
 34%|███▎      | 78592/234119.0 [00:17<00:33, 4651.63it/s]
 34%|███▍      | 79068/234119.0 [00:17<00:33, 4680.93it/s]
 34%|███▍      | 79558/234119.0 [00:17<00:32, 4744.58it/s]
 34%|███▍      | 80041/234119.0 [00:17<00:32, 4766.82it/s]
 34%|███▍      | 80527/234119.0 [00:17<00:32, 4793.80it/s]
 35%|███▍      | 81007/234119.0 [00:17<00:32, 4783.02it/s]
 35%|███▍      | 81503/234119.0 [00:18<00:31, 4834.65it/s]
 35%|███▌      | 81987/234119.0 [00:18<00:31, 4801.97it/s]
 35%|███▌      | 82468/234119.0 [00:18<00:31, 4744.17it/s]
 35%|███▌      | 82943/234119.0 [00:18<00:32, 4705.92it/s]
 36%|███▌      | 83414/234119.0 [00:18<00:32, 4688.61it/s]
 36%|███▌      | 83883/234119.0 [00:18<00:32, 4684.63it/s]
 36%|███▌      | 84371/234119.0 [00:18<00:31, 4741.50it/s]
 36%|███▌      | 84846/234119.0 [00:18<00:31, 4719.79it/s]
 36%|███▋      | 85325/234119.0 [00:18<00:31, 4739.09it/s]
 37%|███▋      | 85815/234119.0 [00:18<00:31, 4783.73it/s]
 37%|███▋      | 86294/234119.0 [00:19<00:31, 4761.33it/s]
 37%|███▋      | 86771/234119.0 [00:19<00:31, 4687.45it/s]
 37%|███▋      | 87241/234119.0 [00:19<00:32, 4588.37it/s]
 37%|███▋      | 87713/234119.0 [00:19<00:31, 4624.18it/s]
 38%|███▊      | 88180/234119.0 [00:19<00:31, 4637.30it/s]
 38%|███▊      | 88645/234119.0 [00:19<00:31, 4633.31it/s]
 38%|███▊      | 89112/234119.0 [00:19<00:31, 4643.69it/s]
 38%|███▊      | 89582/234119.0 [00:19<00:31, 4658.32it/s]
 38%|███▊      | 90051/234119.0 [00:19<00:30, 4666.54it/s]
 39%|███▊      | 90518/234119.0 [00:19<00:30, 4660.13it/s]
 39%|███▉      | 90985/234119.0 [00:20<00:30, 4637.89it/s]
 39%|███▉      | 91449/234119.0 [00:20<00:30, 4623.30it/s]
 39%|███▉      | 91915/234119.0 [00:20<00:30, 4633.41it/s]
 39%|███▉      | 92379/234119.0 [00:20<00:30, 4623.59it/s]
 40%|███▉      | 92842/234119.0 [00:20<00:31, 4469.60it/s]
 40%|███▉      | 93291/234119.0 [00:20<00:31, 4457.27it/s]
 40%|████      | 93753/234119.0 [00:20<00:31, 4503.46it/s]
 40%|████      | 94223/234119.0 [00:20<00:30, 4561.02it/s]
 40%|████      | 94681/234119.0 [00:20<00:30, 4565.11it/s]
 41%|████      | 95138/234119.0 [00:20<00:30, 4539.87it/s]
 41%|████      | 95593/234119.0 [00:21<00:30, 4524.96it/s]
 41%|████      | 96050/234119.0 [00:21<00:30, 4536.60it/s]
 41%|████      | 96504/234119.0 [00:21<00:30, 4520.84it/s]
 41%|████▏     | 96963/234119.0 [00:21<00:30, 4539.10it/s]
 42%|████▏     | 97420/234119.0 [00:21<00:30, 4545.36it/s]
 42%|████▏     | 97887/234119.0 [00:21<00:29, 4582.04it/s]
 42%|████▏     | 98360/234119.0 [00:21<00:29, 4623.46it/s]
 42%|████▏     | 98840/234119.0 [00:21<00:28, 4674.20it/s]
 42%|████▏     | 99308/234119.0 [00:21<00:29, 4645.71it/s]
 43%|████▎     | 99773/234119.0 [00:21<00:29, 4612.81it/s]
 43%|████▎     | 100235/234119.0 [00:22<00:29, 4579.04it/s]
 43%|████▎     | 100693/234119.0 [00:22<00:29, 4574.94it/s]
 43%|████▎     | 101151/234119.0 [00:22<00:29, 4508.81it/s]
 43%|████▎     | 101611/234119.0 [00:22<00:29, 4534.18it/s]
 44%|████▎     | 102065/234119.0 [00:22<00:29, 4535.68it/s]
 44%|████▍     | 102524/234119.0 [00:22<00:28, 4551.60it/s]
 44%|████▍     | 103000/234119.0 [00:22<00:28, 4613.42it/s]
 44%|████▍     | 103462/234119.0 [00:22<00:28, 4612.02it/s]
 44%|████▍     | 103924/234119.0 [00:22<00:28, 4560.56it/s]
 45%|████▍     | 104381/234119.0 [00:23<00:28, 4531.98it/s]
 45%|████▍     | 104835/234119.0 [00:23<00:28, 4534.19it/s]
 45%|████▍     | 105289/234119.0 [00:23<00:28, 4507.37it/s]
 45%|████▌     | 105740/234119.0 [00:23<00:29, 4410.91it/s]
 45%|████▌     | 106208/234119.0 [00:23<00:28, 4488.67it/s]
 46%|████▌     | 106677/234119.0 [00:23<00:28, 4546.07it/s]
 46%|████▌     | 107134/234119.0 [00:23<00:27, 4552.34it/s]
 46%|████▌     | 107606/234119.0 [00:23<00:27, 4599.88it/s]
 46%|████▌     | 108069/234119.0 [00:23<00:27, 4606.00it/s]
 46%|████▋     | 108530/234119.0 [00:23<00:27, 4535.14it/s]
 47%|████▋     | 108984/234119.0 [00:24<00:27, 4490.78it/s]
 47%|████▋     | 109442/234119.0 [00:24<00:27, 4515.92it/s]
 47%|████▋     | 109894/234119.0 [00:24<00:27, 4491.95it/s]
 47%|████▋     | 110352/234119.0 [00:24<00:27, 4517.16it/s]
 47%|████▋     | 110814/234119.0 [00:24<00:27, 4547.66it/s]
 48%|████▊     | 111285/234119.0 [00:24<00:26, 4593.95it/s]
 48%|████▊     | 111767/234119.0 [00:24<00:26, 4661.26it/s]
 48%|████▊     | 112240/234119.0 [00:24<00:26, 4681.03it/s]
 48%|████▊     | 112709/234119.0 [00:24<00:26, 4590.24it/s]
 48%|████▊     | 113169/234119.0 [00:24<00:26, 4508.99it/s]
 49%|████▊     | 113621/234119.0 [00:25<00:41, 2889.37it/s]
 49%|████▊     | 114049/234119.0 [00:25<00:37, 3181.07it/s]
 49%|████▉     | 114497/234119.0 [00:25<00:34, 3481.40it/s]
 49%|████▉     | 114954/234119.0 [00:25<00:31, 3752.00it/s]
 49%|████▉     | 115429/234119.0 [00:25<00:29, 4011.86it/s]
 50%|████▉     | 115890/234119.0 [00:25<00:28, 4172.32it/s]
 50%|████▉     | 116358/234119.0 [00:25<00:27, 4311.12it/s]
 50%|████▉     | 116808/234119.0 [00:25<00:26, 4356.28it/s]
 50%|█████     | 117257/234119.0 [00:26<00:26, 4365.86it/s]
 50%|█████     | 117706/234119.0 [00:26<00:26, 4400.86it/s]
 50%|█████     | 118153/234119.0 [00:26<00:26, 4386.88it/s]
 51%|█████     | 118604/234119.0 [00:26<00:26, 4420.65it/s]
 51%|█████     | 119070/234119.0 [00:26<00:25, 4490.05it/s]
 51%|█████     | 119530/234119.0 [00:26<00:25, 4521.01it/s]
 51%|█████▏    | 119990/234119.0 [00:26<00:25, 4543.26it/s]
 51%|█████▏    | 120461/234119.0 [00:26<00:24, 4592.21it/s]
 52%|█████▏    | 120922/234119.0 [00:26<00:24, 4577.29it/s]
 52%|█████▏    | 121381/234119.0 [00:26<00:24, 4539.28it/s]
 52%|█████▏    | 121836/234119.0 [00:27<00:25, 4490.88it/s]
 52%|█████▏    | 122286/234119.0 [00:27<00:25, 4463.54it/s]
 52%|█████▏    | 122733/234119.0 [00:27<00:25, 4436.72it/s]
 53%|█████▎    | 123192/234119.0 [00:27<00:24, 4480.68it/s]
 53%|█████▎    | 123654/234119.0 [00:27<00:24, 4519.47it/s]
 53%|█████▎    | 124128/234119.0 [00:27<00:23, 4583.68it/s]
 53%|█████▎    | 124600/234119.0 [00:27<00:23, 4623.74it/s]
 53%|█████▎    | 125063/234119.0 [00:27<00:23, 4612.94it/s]
 54%|█████▎    | 125525/234119.0 [00:27<00:23, 4558.43it/s]
 54%|█████▍    | 125982/234119.0 [00:27<00:23, 4534.82it/s]
 54%|█████▍    | 126436/234119.0 [00:28<00:23, 4500.40it/s]
 54%|█████▍    | 126887/234119.0 [00:28<00:23, 4475.68it/s]
 54%|█████▍    | 127343/234119.0 [00:28<00:23, 4497.58it/s]
 55%|█████▍    | 127802/234119.0 [00:28<00:23, 4522.14it/s]
 55%|█████▍    | 128277/234119.0 [00:28<00:23, 4588.51it/s]
 55%|█████▍    | 128754/234119.0 [00:28<00:22, 4640.63it/s]
 55%|█████▌    | 129220/234119.0 [00:28<00:22, 4645.06it/s]
 55%|█████▌    | 129685/234119.0 [00:28<00:22, 4617.69it/s]
 56%|█████▌    | 130147/234119.0 [00:28<00:22, 4587.29it/s]
 56%|█████▌    | 130606/234119.0 [00:28<00:22, 4554.51it/s]
 56%|█████▌    | 131062/234119.0 [00:29<00:22, 4538.37it/s]
 56%|█████▌    | 131523/234119.0 [00:29<00:22, 4557.43it/s]
 56%|█████▋    | 131983/234119.0 [00:29<00:22, 4568.57it/s]
 57%|█████▋    | 132445/234119.0 [00:29<00:22, 4582.49it/s]
 57%|█████▋    | 132922/234119.0 [00:29<00:21, 4637.92it/s]
 57%|█████▋    | 133402/234119.0 [00:29<00:21, 4686.31it/s]
 57%|█████▋    | 133872/234119.0 [00:29<00:21, 4688.64it/s]
 57%|█████▋    | 134341/234119.0 [00:29<00:21, 4638.17it/s]
 58%|█████▊    | 134805/234119.0 [00:29<00:21, 4615.20it/s]
 58%|█████▊    | 135267/234119.0 [00:29<00:21, 4557.61it/s]
 58%|█████▊    | 135725/234119.0 [00:30<00:21, 4561.47it/s]
 58%|█████▊    | 136191/234119.0 [00:30<00:21, 4589.44it/s]
 58%|█████▊    | 136666/234119.0 [00:30<00:21, 4634.31it/s]
 59%|█████▊    | 137148/234119.0 [00:30<00:20, 4687.49it/s]
 59%|█████▉    | 137630/234119.0 [00:30<00:20, 4726.22it/s]
 59%|█████▉    | 138114/234119.0 [00:30<00:20, 4759.17it/s]
 59%|█████▉    | 138590/234119.0 [00:30<00:20, 4697.32it/s]
 59%|█████▉    | 139060/234119.0 [00:30<00:20, 4632.80it/s]
 60%|█████▉    | 139524/234119.0 [00:30<00:20, 4610.54it/s]
 60%|█████▉    | 139986/234119.0 [00:31<00:20, 4588.83it/s]
 60%|█████▉    | 140467/234119.0 [00:31<00:20, 4652.71it/s]
 60%|██████    | 140944/234119.0 [00:31<00:19, 4684.21it/s]
 60%|██████    | 141438/234119.0 [00:31<00:19, 4758.29it/s]
 61%|██████    | 141914/234119.0 [00:31<00:19, 4724.15it/s]
 61%|██████    | 142387/234119.0 [00:31<00:19, 4656.87it/s]
 61%|██████    | 142853/234119.0 [00:31<00:19, 4646.91it/s]
 61%|██████    | 143318/234119.0 [00:31<00:19, 4559.68it/s]
 61%|██████▏   | 143775/234119.0 [00:31<00:20, 4516.76it/s]
 62%|██████▏   | 144230/234119.0 [00:31<00:19, 4524.02it/s]
 62%|██████▏   | 144726/234119.0 [00:32<00:19, 4652.43it/s]
 62%|██████▏   | 145215/234119.0 [00:32<00:18, 4722.08it/s]
 62%|██████▏   | 145709/234119.0 [00:32<00:18, 4784.01it/s]
 62%|██████▏   | 146192/234119.0 [00:32<00:18, 4796.25it/s]
 63%|██████▎   | 146672/234119.0 [00:32<00:18, 4771.38it/s]
 63%|██████▎   | 147150/234119.0 [00:32<00:18, 4754.36it/s]
 63%|██████▎   | 147626/234119.0 [00:32<00:18, 4640.19it/s]
 63%|██████▎   | 148091/234119.0 [00:32<00:18, 4593.37it/s]
 63%|██████▎   | 148551/234119.0 [00:32<00:18, 4563.87it/s]
 64%|██████▎   | 149050/234119.0 [00:32<00:18, 4687.71it/s]
 64%|██████▍   | 149535/234119.0 [00:33<00:17, 4732.42it/s]
 64%|██████▍   | 150019/234119.0 [00:33<00:17, 4763.01it/s]
 64%|██████▍   | 150503/234119.0 [00:33<00:17, 4785.47it/s]
 64%|██████▍   | 150982/234119.0 [00:33<00:17, 4743.53it/s]
 65%|██████▍   | 151457/234119.0 [00:33<00:17, 4744.18it/s]
 65%|██████▍   | 151932/234119.0 [00:33<00:17, 4692.82it/s]
 65%|██████▌   | 152402/234119.0 [00:33<00:17, 4659.73it/s]
 65%|██████▌   | 152869/234119.0 [00:33<00:17, 4637.59it/s]
 65%|██████▌   | 153334/234119.0 [00:33<00:17, 4639.38it/s]
 66%|██████▌   | 153817/234119.0 [00:33<00:17, 4694.95it/s]
 66%|██████▌   | 154303/234119.0 [00:34<00:16, 4740.83it/s]
 66%|██████▌   | 154778/234119.0 [00:34<00:16, 4734.47it/s]
 66%|██████▋   | 155253/234119.0 [00:34<00:16, 4738.94it/s]
 67%|██████▋   | 155727/234119.0 [00:34<00:16, 4727.11it/s]
 67%|██████▋   | 156200/234119.0 [00:34<00:16, 4705.32it/s]
 67%|██████▋   | 156671/234119.0 [00:34<00:16, 4630.65it/s]
 67%|██████▋   | 157135/234119.0 [00:34<00:16, 4615.68it/s]
 67%|██████▋   | 157597/234119.0 [00:34<00:16, 4576.54it/s]
 68%|██████▊   | 158089/234119.0 [00:34<00:16, 4674.39it/s]
 68%|██████▊   | 158571/234119.0 [00:34<00:16, 4715.33it/s]
 68%|██████▊   | 159050/234119.0 [00:35<00:15, 4735.20it/s]
 68%|██████▊   | 159534/234119.0 [00:35<00:15, 4765.52it/s]
 68%|██████▊   | 160026/234119.0 [00:35<00:15, 4810.22it/s]
 69%|██████▊   | 160508/234119.0 [00:35<00:15, 4774.37it/s]
 69%|██████▉   | 160986/234119.0 [00:35<00:15, 4699.52it/s]
 69%|██████▉   | 161457/234119.0 [00:35<00:15, 4676.16it/s]
 69%|██████▉   | 161925/234119.0 [00:35<00:15, 4627.21it/s]
 69%|██████▉   | 162409/234119.0 [00:35<00:15, 4687.35it/s]
 70%|██████▉   | 162886/234119.0 [00:35<00:15, 4711.01it/s]
 70%|██████▉   | 163378/234119.0 [00:35<00:14, 4773.01it/s]
 70%|██████▉   | 163862/234119.0 [00:36<00:14, 4791.92it/s]
 70%|███████   | 164358/234119.0 [00:36<00:14, 4840.57it/s]
 70%|███████   | 164843/234119.0 [00:36<00:14, 4831.98it/s]
 71%|███████   | 165327/234119.0 [00:36<00:14, 4786.56it/s]
 71%|███████   | 165806/234119.0 [00:36<00:14, 4730.85it/s]
 71%|███████   | 166280/234119.0 [00:36<00:14, 4674.28it/s]
 71%|███████   | 166780/234119.0 [00:36<00:14, 4769.80it/s]
 71%|███████▏  | 167259/234119.0 [00:36<00:14, 4774.38it/s]
 72%|███████▏  | 167752/234119.0 [00:36<00:13, 4818.81it/s]
 72%|███████▏  | 168237/234119.0 [00:36<00:13, 4825.11it/s]
 72%|███████▏  | 168720/234119.0 [00:37<00:13, 4788.62it/s]
 72%|███████▏  | 169200/234119.0 [00:37<00:13, 4778.38it/s]
 72%|███████▏  | 169678/234119.0 [00:37<00:13, 4749.90it/s]
 73%|███████▎  | 170154/234119.0 [00:37<00:13, 4729.04it/s]
 73%|███████▎  | 170627/234119.0 [00:37<00:13, 4673.06it/s]
 73%|███████▎  | 171096/234119.0 [00:37<00:13, 4677.53it/s]
 73%|███████▎  | 171579/234119.0 [00:37<00:13, 4719.77it/s]
 73%|███████▎  | 172068/234119.0 [00:37<00:13, 4769.10it/s]
 74%|███████▎  | 172564/234119.0 [00:37<00:12, 4824.99it/s]
 74%|███████▍  | 173047/234119.0 [00:38<00:12, 4822.73it/s]
 74%|███████▍  | 173530/234119.0 [00:38<00:12, 4747.20it/s]
 74%|███████▍  | 174006/234119.0 [00:38<00:12, 4731.64it/s]
 75%|███████▍  | 174480/234119.0 [00:38<00:12, 4704.56it/s]
 75%|███████▍  | 174951/234119.0 [00:38<00:12, 4687.21it/s]
 75%|███████▍  | 175420/234119.0 [00:38<00:12, 4627.70it/s]
 75%|███████▌  | 175891/234119.0 [00:38<00:12, 4651.57it/s]
 75%|███████▌  | 176379/234119.0 [00:38<00:12, 4718.27it/s]
 76%|███████▌  | 176858/234119.0 [00:38<00:12, 4737.88it/s]
 76%|███████▌  | 177336/234119.0 [00:38<00:11, 4749.64it/s]
 76%|███████▌  | 177812/234119.0 [00:39<00:11, 4719.87it/s]
 76%|███████▌  | 178285/234119.0 [00:39<00:11, 4706.99it/s]
 76%|███████▋  | 178756/234119.0 [00:39<00:11, 4665.24it/s]
 77%|███████▋  | 179223/234119.0 [00:39<00:11, 4665.49it/s]
 77%|███████▋  | 179693/234119.0 [00:39<00:11, 4674.11it/s]
 77%|███████▋  | 180173/234119.0 [00:39<00:11, 4709.69it/s]
 77%|███████▋  | 180658/234119.0 [00:39<00:11, 4751.16it/s]
 77%|███████▋  | 181138/234119.0 [00:39<00:11, 4765.14it/s]
 78%|███████▊  | 181615/234119.0 [00:39<00:11, 4743.47it/s]
 78%|███████▊  | 182090/234119.0 [00:39<00:11, 4717.79it/s]
 78%|███████▊  | 182562/234119.0 [00:40<00:11, 4642.23it/s]
 78%|███████▊  | 183027/234119.0 [00:40<00:11, 4641.57it/s]
 78%|███████▊  | 183492/234119.0 [00:40<00:10, 4627.68it/s]
 79%|███████▊  | 183961/234119.0 [00:40<00:10, 4645.40it/s]
 79%|███████▉  | 184447/234119.0 [00:40<00:10, 4708.60it/s]
 79%|███████▉  | 184918/234119.0 [00:40<00:10, 4631.83it/s]
 79%|███████▉  | 185386/234119.0 [00:40<00:10, 4645.05it/s]
 79%|███████▉  | 185851/234119.0 [00:40<00:10, 4611.84it/s]
 80%|███████▉  | 186313/234119.0 [00:40<00:10, 4576.09it/s]
 80%|███████▉  | 186771/234119.0 [00:40<00:10, 4523.40it/s]
 80%|███████▉  | 187229/234119.0 [00:41<00:10, 4539.40it/s]
 80%|████████  | 187684/234119.0 [00:41<00:10, 4528.26it/s]
 80%|████████  | 188156/234119.0 [00:41<00:10, 4584.09it/s]
 81%|████████  | 188633/234119.0 [00:41<00:09, 4635.89it/s]
 81%|████████  | 189111/234119.0 [00:41<00:09, 4675.96it/s]
 81%|████████  | 189579/234119.0 [00:41<00:09, 4569.78it/s]
 81%|████████  | 190037/234119.0 [00:41<00:09, 4553.23it/s]
 81%|████████▏ | 190493/234119.0 [00:41<00:09, 4536.68it/s]
 82%|████████▏ | 190951/234119.0 [00:41<00:09, 4549.27it/s]
 82%|████████▏ | 191407/234119.0 [00:41<00:09, 4529.97it/s]
 82%|████████▏ | 191863/234119.0 [00:42<00:09, 4536.49it/s]
 82%|████████▏ | 192331/234119.0 [00:42<00:09, 4578.01it/s]
 82%|████████▏ | 192810/234119.0 [00:42<00:08, 4639.75it/s]
 83%|████████▎ | 193288/234119.0 [00:42<00:08, 4681.31it/s]
 83%|████████▎ | 193757/234119.0 [00:42<00:08, 4673.69it/s]
 83%|████████▎ | 194225/234119.0 [00:42<00:08, 4528.63it/s]
 83%|████████▎ | 194679/234119.0 [00:42<00:08, 4528.84it/s]
 83%|████████▎ | 195133/234119.0 [00:42<00:08, 4531.08it/s]
 84%|████████▎ | 195587/234119.0 [00:42<00:08, 4498.86it/s]
 84%|████████▎ | 196052/234119.0 [00:42<00:08, 4543.02it/s]
 84%|████████▍ | 196507/234119.0 [00:43<00:08, 4539.24it/s]
 84%|████████▍ | 196968/234119.0 [00:43<00:08, 4558.25it/s]
 84%|████████▍ | 197435/234119.0 [00:43<00:07, 4591.43it/s]
 85%|████████▍ | 197895/234119.0 [00:43<00:07, 4563.01it/s]
 85%|████████▍ | 198352/234119.0 [00:43<00:07, 4552.78it/s]
 85%|████████▍ | 198808/234119.0 [00:43<00:07, 4486.90it/s]
 85%|████████▌ | 199257/234119.0 [00:43<00:07, 4475.63it/s]
 85%|████████▌ | 199718/234119.0 [00:43<00:07, 4513.99it/s]
 86%|████████▌ | 200172/234119.0 [00:43<00:07, 4519.32it/s]
 86%|████████▌ | 200640/234119.0 [00:43<00:07, 4565.03it/s]
 86%|████████▌ | 201099/234119.0 [00:44<00:07, 4572.11it/s]
 86%|████████▌ | 201557/234119.0 [00:44<00:07, 4557.04it/s]
 86%|████████▋ | 202013/234119.0 [00:44<00:07, 4529.53it/s]
 86%|████████▋ | 202467/234119.0 [00:44<00:07, 4500.60it/s]
 87%|████████▋ | 202918/234119.0 [00:44<00:06, 4498.34it/s]
 87%|████████▋ | 203368/234119.0 [00:44<00:06, 4452.86it/s]
 87%|████████▋ | 203836/234119.0 [00:44<00:06, 4518.59it/s]
 87%|████████▋ | 204303/234119.0 [00:44<00:06, 4561.64it/s]
 87%|████████▋ | 204762/234119.0 [00:44<00:06, 4569.06it/s]
 88%|████████▊ | 205220/234119.0 [00:45<00:06, 4534.87it/s]
 88%|████████▊ | 205674/234119.0 [00:45<00:06, 4486.08it/s]
 88%|████████▊ | 206123/234119.0 [00:45<00:06, 4470.15it/s]
 88%|████████▊ | 206591/234119.0 [00:45<00:06, 4530.14it/s]
 88%|████████▊ | 207056/234119.0 [00:45<00:05, 4563.79it/s]
 89%|████████▊ | 207521/234119.0 [00:45<00:05, 4589.25it/s]
 89%|████████▉ | 207981/234119.0 [00:45<00:05, 4553.26it/s]
 89%|████████▉ | 208437/234119.0 [00:45<00:05, 4540.90it/s]
 89%|████████▉ | 208892/234119.0 [00:45<00:05, 4533.21it/s]
 89%|████████▉ | 209346/234119.0 [00:45<00:05, 4511.65it/s]
 90%|████████▉ | 209809/234119.0 [00:46<00:05, 4545.79it/s]
 90%|████████▉ | 210270/234119.0 [00:46<00:05, 4563.55it/s]
 90%|█████████ | 210727/234119.0 [00:46<00:08, 2805.50it/s]
 90%|█████████ | 211186/234119.0 [00:46<00:07, 3175.61it/s]
 90%|█████████ | 211630/234119.0 [00:46<00:06, 3464.12it/s]
 91%|█████████ | 212070/234119.0 [00:46<00:05, 3693.46it/s]
 91%|█████████ | 212509/234119.0 [00:46<00:05, 3871.80it/s]
 91%|█████████ | 212954/234119.0 [00:46<00:05, 4028.08it/s]
 91%|█████████ | 213413/234119.0 [00:47<00:04, 4183.80it/s]
 91%|█████████▏| 213875/234119.0 [00:47<00:04, 4306.99it/s]
 92%|█████████▏| 214330/234119.0 [00:47<00:04, 4375.51it/s]
 92%|█████████▏| 214782/234119.0 [00:47<00:04, 4416.00it/s]
 92%|█████████▏| 215232/234119.0 [00:47<00:04, 4433.22it/s]
 92%|█████████▏| 215681/234119.0 [00:47<00:04, 4440.08it/s]
 92%|█████████▏| 216146/234119.0 [00:47<00:03, 4499.50it/s]
 93%|█████████▎| 216599/234119.0 [00:47<00:03, 4506.73it/s]
 93%|█████████▎| 217059/234119.0 [00:47<00:03, 4532.69it/s]
 93%|█████████▎| 217514/234119.0 [00:47<00:03, 4508.27it/s]
 93%|█████████▎| 217966/234119.0 [00:48<00:03, 4493.79it/s]
 93%|█████████▎| 218425/234119.0 [00:48<00:03, 4521.74it/s]
 93%|█████████▎| 218885/234119.0 [00:48<00:03, 4543.49it/s]
 94%|█████████▎| 219340/234119.0 [00:48<00:03, 4516.16it/s]
 94%|█████████▍| 219800/234119.0 [00:48<00:03, 4539.89it/s]
 94%|█████████▍| 220255/234119.0 [00:48<00:03, 4506.79it/s]
 94%|█████████▍| 220714/234119.0 [00:48<00:02, 4528.30it/s]
 94%|█████████▍| 221175/234119.0 [00:48<00:02, 4550.93it/s]
 95%|█████████▍| 221631/234119.0 [00:48<00:02, 4525.55it/s]
 95%|█████████▍| 222086/234119.0 [00:48<00:02, 4531.68it/s]
 95%|█████████▌| 222540/234119.0 [00:49<00:02, 4509.76it/s]
 95%|█████████▌| 222992/234119.0 [00:49<00:02, 4469.05it/s]
 95%|█████████▌| 223447/234119.0 [00:49<00:02, 4492.09it/s]
 96%|█████████▌| 223897/234119.0 [00:49<00:02, 4491.21it/s]
 96%|█████████▌| 224353/234119.0 [00:49<00:02, 4510.40it/s]
 96%|█████████▌| 224805/234119.0 [00:49<00:02, 4482.60it/s]
 96%|█████████▌| 225258/234119.0 [00:49<00:01, 4493.67it/s]
 96%|█████████▋| 225716/234119.0 [00:49<00:01, 4518.78it/s]
 97%|█████████▋| 226168/234119.0 [00:49<00:01, 4515.47it/s]
 97%|█████████▋| 226620/234119.0 [00:49<00:01, 4514.42it/s]
 97%|█████████▋| 227072/234119.0 [00:50<00:01, 4491.86it/s]
 97%|█████████▋| 227526/234119.0 [00:50<00:01, 4503.23it/s]
 97%|█████████▋| 227977/234119.0 [00:50<00:01, 4503.99it/s]
 98%|█████████▊| 228428/234119.0 [00:50<00:01, 4480.94it/s]
 98%|█████████▊| 228885/234119.0 [00:50<00:01, 4506.07it/s]
 98%|█████████▊| 229336/234119.0 [00:50<00:01, 4473.51it/s]
 98%|█████████▊| 229784/234119.0 [00:50<00:00, 4435.54it/s]
 98%|█████████▊| 230228/234119.0 [00:50<00:00, 4362.96it/s]
 99%|█████████▊| 230671/234119.0 [00:50<00:00, 4382.01it/s]
 99%|█████████▊| 231119/234119.0 [00:50<00:00, 4410.92it/s]
 99%|█████████▉| 231568/234119.0 [00:51<00:00, 4431.36it/s]
 99%|█████████▉| 232012/234119.0 [00:51<00:00, 4421.25it/s]
 99%|█████████▉| 232468/234119.0 [00:51<00:00, 4461.30it/s]
 99%|█████████▉| 232925/234119.0 [00:51<00:00, 4493.30it/s]
100%|█████████▉| 233376/234119.0 [00:51<00:00, 4495.85it/s]
100%|█████████▉| 233841/234119.0 [00:51<00:00, 4541.93it/s]
100%|██████████| 234119/234119.0 [00:51<00:00, 4529.99it/s]
Downloading https://templateflow.s3.amazonaws.com/tpl-MNI152NLin2009cAsym/tpl-MNI152NLin2009cAsym_res-01_T1w.nii.gz

  0%|          | 0.00/13.7M [00:00<?, ?B/s]
 52%|█████▏    | 7.05M/13.7M [00:00<00:00, 70.5MB/s]
100%|██████████| 13.7M/13.7M [00:00<00:00, 72.4MB/s]
Optimizing level 2 [max iter: 10000]
Optimizing level 1 [max iter: 1000]
Optimizing level 0 [max iter: 100]
Optimizing level 2 [max iter: 10000]
Optimizing level 1 [max iter: 1000]
Optimizing level 0 [max iter: 100]
Optimizing level 2 [max iter: 10000]
Optimizing level 1 [max iter: 1000]
Optimizing level 0 [max iter: 100]

  0%|          | 0/234119.0 [00:00<?, ?it/s]
  0%|          | 104/234119.0 [00:00<03:45, 1036.38it/s]
  0%|          | 348/234119.0 [00:00<02:05, 1857.80it/s]
  0%|          | 606/234119.0 [00:00<01:46, 2187.02it/s]
  0%|          | 851/234119.0 [00:00<01:41, 2287.57it/s]
  0%|          | 1110/234119.0 [00:00<01:37, 2394.55it/s]
  1%|          | 1370/234119.0 [00:00<01:34, 2463.28it/s]
  1%|          | 1617/234119.0 [00:00<01:34, 2460.25it/s]
  1%|          | 1879/234119.0 [00:00<01:32, 2508.59it/s]
  1%|          | 2130/234119.0 [00:00<01:43, 2238.02it/s]
  1%|          | 2373/234119.0 [00:01<01:41, 2292.55it/s]
  1%|          | 2635/234119.0 [00:01<01:37, 2385.81it/s]
  1%|          | 2896/234119.0 [00:01<01:34, 2451.24it/s]
  1%|▏         | 3157/234119.0 [00:01<01:32, 2495.78it/s]
  1%|▏         | 3409/234119.0 [00:01<01:32, 2493.52it/s]
  2%|▏         | 3669/234119.0 [00:01<01:31, 2522.35it/s]
  2%|▏         | 3930/234119.0 [00:01<01:30, 2547.84it/s]
  2%|▏         | 4192/234119.0 [00:01<01:29, 2566.62it/s]
  2%|▏         | 4450/234119.0 [00:01<01:33, 2458.03it/s]
  2%|▏         | 4708/234119.0 [00:01<01:32, 2492.81it/s]
  2%|▏         | 4959/234119.0 [00:02<01:31, 2491.88it/s]
  2%|▏         | 5220/234119.0 [00:02<01:30, 2525.50it/s]
  2%|▏         | 5482/234119.0 [00:02<01:29, 2551.18it/s]
  2%|▏         | 5744/234119.0 [00:02<01:28, 2570.22it/s]
  3%|▎         | 6005/234119.0 [00:02<01:28, 2581.56it/s]
  3%|▎         | 6266/234119.0 [00:02<01:28, 2588.63it/s]
  3%|▎         | 6526/234119.0 [00:02<01:29, 2555.52it/s]
  3%|▎         | 6787/234119.0 [00:02<01:28, 2570.42it/s]
  3%|▎         | 7045/234119.0 [00:02<01:32, 2463.45it/s]
  3%|▎         | 7305/234119.0 [00:02<01:30, 2501.03it/s]
  3%|▎         | 7567/234119.0 [00:03<01:29, 2534.85it/s]
  3%|▎         | 7829/234119.0 [00:03<01:28, 2557.37it/s]
  3%|▎         | 8090/234119.0 [00:03<01:27, 2572.39it/s]
  4%|▎         | 8348/234119.0 [00:03<01:28, 2551.97it/s]
  4%|▎         | 8609/234119.0 [00:03<01:27, 2568.81it/s]
  4%|▍         | 8870/234119.0 [00:03<01:27, 2580.29it/s]
  4%|▍         | 9132/234119.0 [00:03<01:26, 2591.33it/s]
  4%|▍         | 9392/234119.0 [00:03<01:26, 2593.29it/s]
  4%|▍         | 9652/234119.0 [00:03<01:30, 2477.17it/s]
  4%|▍         | 9912/234119.0 [00:04<01:29, 2511.16it/s]
  4%|▍         | 10165/234119.0 [00:04<01:29, 2510.51it/s]
  4%|▍         | 10427/234119.0 [00:04<01:28, 2540.07it/s]
  5%|▍         | 10688/234119.0 [00:04<01:27, 2558.07it/s]
  5%|▍         | 10950/234119.0 [00:04<01:26, 2575.29it/s]
  5%|▍         | 11208/234119.0 [00:04<01:26, 2571.92it/s]
  5%|▍         | 11466/234119.0 [00:04<01:26, 2563.91it/s]
  5%|▌         | 11728/234119.0 [00:04<01:26, 2577.93it/s]
  5%|▌         | 11990/234119.0 [00:04<01:25, 2589.88it/s]
  5%|▌         | 12250/234119.0 [00:04<01:29, 2475.42it/s]
  5%|▌         | 12500/234119.0 [00:05<01:29, 2479.89it/s]
  5%|▌         | 12763/234119.0 [00:05<01:27, 2520.92it/s]
  6%|▌         | 13026/234119.0 [00:05<01:26, 2551.89it/s]
  6%|▌         | 13288/234119.0 [00:05<01:25, 2571.98it/s]
  6%|▌         | 13552/234119.0 [00:05<01:25, 2589.46it/s]
  6%|▌         | 13815/234119.0 [00:05<01:24, 2599.13it/s]
  6%|▌         | 14077/234119.0 [00:05<01:24, 2605.19it/s]
  6%|▌         | 14339/234119.0 [00:05<01:24, 2606.96it/s]
  6%|▌         | 14602/234119.0 [00:05<01:24, 2610.86it/s]
  6%|▋         | 14864/234119.0 [00:05<01:28, 2471.03it/s]
  6%|▋         | 15124/234119.0 [00:06<01:27, 2506.44it/s]
  7%|▋         | 15387/234119.0 [00:06<01:26, 2540.83it/s]
  7%|▋         | 15651/234119.0 [00:06<01:25, 2567.83it/s]
  7%|▋         | 15916/234119.0 [00:06<01:24, 2589.52it/s]
  7%|▋         | 16179/234119.0 [00:06<01:23, 2599.10it/s]
  7%|▋         | 16444/234119.0 [00:06<01:23, 2611.33it/s]
  7%|▋         | 16708/234119.0 [00:06<01:23, 2617.80it/s]
  7%|▋         | 16970/234119.0 [00:06<01:23, 2614.61it/s]
  7%|▋         | 17233/234119.0 [00:06<01:22, 2617.27it/s]
  7%|▋         | 17495/234119.0 [00:06<01:27, 2472.95it/s]
  8%|▊         | 17755/234119.0 [00:07<01:26, 2508.82it/s]
  8%|▊         | 18008/234119.0 [00:07<01:38, 2201.70it/s]
  8%|▊         | 18236/234119.0 [00:07<01:54, 1877.47it/s]
  8%|▊         | 18436/234119.0 [00:07<02:00, 1792.48it/s]
  8%|▊         | 18700/234119.0 [00:07<01:47, 1999.67it/s]
  8%|▊         | 18962/234119.0 [00:07<01:39, 2160.00it/s]
  8%|▊         | 19224/234119.0 [00:07<01:34, 2283.25it/s]
  8%|▊         | 19486/234119.0 [00:07<01:30, 2377.15it/s]
  8%|▊         | 19730/234119.0 [00:08<01:32, 2327.46it/s]
  9%|▊         | 19993/234119.0 [00:08<01:28, 2412.06it/s]
  9%|▊         | 20255/234119.0 [00:08<01:26, 2470.74it/s]
  9%|▉         | 20508/234119.0 [00:08<01:25, 2486.77it/s]
  9%|▉         | 20769/234119.0 [00:08<01:24, 2522.53it/s]
  9%|▉         | 21032/234119.0 [00:08<01:23, 2552.52it/s]
  9%|▉         | 21296/234119.0 [00:08<01:22, 2577.28it/s]
  9%|▉         | 21557/234119.0 [00:08<01:22, 2585.42it/s]
  9%|▉         | 21819/234119.0 [00:08<01:21, 2592.70it/s]
  9%|▉         | 22082/234119.0 [00:08<01:21, 2602.12it/s]
 10%|▉         | 22343/234119.0 [00:09<01:24, 2493.61it/s]
 10%|▉         | 22607/234119.0 [00:09<01:23, 2534.57it/s]
 10%|▉         | 22871/234119.0 [00:09<01:22, 2563.23it/s]
 10%|▉         | 23135/234119.0 [00:09<01:21, 2583.66it/s]
 10%|▉         | 23394/234119.0 [00:09<01:22, 2565.58it/s]
 10%|█         | 23657/234119.0 [00:09<01:21, 2582.72it/s]
 10%|█         | 23921/234119.0 [00:09<01:20, 2598.27it/s]
 10%|█         | 24184/234119.0 [00:09<01:20, 2605.99it/s]
 10%|█         | 24448/234119.0 [00:09<01:20, 2615.41it/s]
 11%|█         | 24711/234119.0 [00:09<01:19, 2619.41it/s]
 11%|█         | 24974/234119.0 [00:10<01:23, 2503.07it/s]
 11%|█         | 25237/234119.0 [00:10<01:22, 2539.41it/s]
 11%|█         | 25502/234119.0 [00:10<01:21, 2569.87it/s]
 11%|█         | 25768/234119.0 [00:10<01:20, 2594.06it/s]
 11%|█         | 26031/234119.0 [00:10<01:19, 2602.17it/s]
 11%|█         | 26292/234119.0 [00:10<01:21, 2564.53it/s]
 11%|█▏        | 26549/234119.0 [00:10<01:21, 2555.44it/s]
 11%|█▏        | 26810/234119.0 [00:10<01:20, 2569.99it/s]
 12%|█▏        | 27073/234119.0 [00:10<01:20, 2586.01it/s]
 12%|█▏        | 27333/234119.0 [00:10<01:19, 2588.78it/s]
 12%|█▏        | 27592/234119.0 [00:11<01:23, 2479.76it/s]
 12%|█▏        | 27856/234119.0 [00:11<01:21, 2523.54it/s]
 12%|█▏        | 28120/234119.0 [00:11<01:20, 2555.56it/s]
 12%|█▏        | 28384/234119.0 [00:11<01:19, 2578.31it/s]
 12%|█▏        | 28644/234119.0 [00:11<01:19, 2582.20it/s]
 12%|█▏        | 28909/234119.0 [00:11<01:18, 2599.71it/s]
 12%|█▏        | 29173/234119.0 [00:11<01:18, 2610.35it/s]
 13%|█▎        | 29435/234119.0 [00:11<01:18, 2609.58it/s]
 13%|█▎        | 29697/234119.0 [00:11<01:18, 2610.69it/s]
 13%|█▎        | 29959/234119.0 [00:11<01:18, 2591.02it/s]
 13%|█▎        | 30219/234119.0 [00:12<01:22, 2472.38it/s]
 13%|█▎        | 30483/234119.0 [00:12<01:20, 2518.38it/s]
 13%|█▎        | 30747/234119.0 [00:12<01:19, 2552.79it/s]
 13%|█▎        | 31012/234119.0 [00:12<01:18, 2579.96it/s]
 13%|█▎        | 31276/234119.0 [00:12<01:18, 2595.82it/s]
 13%|█▎        | 31539/234119.0 [00:12<01:17, 2604.48it/s]
 14%|█▎        | 31804/234119.0 [00:12<01:17, 2615.75it/s]
 14%|█▎        | 32068/234119.0 [00:12<01:17, 2621.65it/s]
 14%|█▍        | 32335/234119.0 [00:12<01:16, 2635.63it/s]
 14%|█▍        | 32600/234119.0 [00:13<01:16, 2637.26it/s]
 14%|█▍        | 32864/234119.0 [00:13<01:20, 2491.13it/s]
 14%|█▍        | 33128/234119.0 [00:13<01:19, 2532.99it/s]
 14%|█▍        | 33391/234119.0 [00:13<01:18, 2560.09it/s]
 14%|█▍        | 33649/234119.0 [00:13<01:18, 2548.77it/s]
 14%|█▍        | 33909/234119.0 [00:13<01:18, 2563.34it/s]
 15%|█▍        | 34171/234119.0 [00:13<01:17, 2578.38it/s]
 15%|█▍        | 34435/234119.0 [00:13<01:16, 2594.78it/s]
 15%|█▍        | 34699/234119.0 [00:13<01:16, 2606.64it/s]
 15%|█▍        | 34962/234119.0 [00:13<01:16, 2613.45it/s]
 15%|█▌        | 35226/234119.0 [00:14<01:15, 2619.95it/s]
 15%|█▌        | 35489/234119.0 [00:14<01:19, 2504.80it/s]
 15%|█▌        | 35753/234119.0 [00:14<01:18, 2542.40it/s]
 15%|█▌        | 36019/234119.0 [00:14<01:16, 2574.93it/s]
 15%|█▌        | 36283/234119.0 [00:14<01:16, 2591.74it/s]
 16%|█▌        | 36546/234119.0 [00:14<01:15, 2602.70it/s]
 16%|█▌        | 36810/234119.0 [00:14<01:15, 2611.53it/s]
 16%|█▌        | 37072/234119.0 [00:14<01:15, 2593.31it/s]
 16%|█▌        | 37332/234119.0 [00:14<01:16, 2572.95it/s]
 16%|█▌        | 37594/234119.0 [00:14<01:16, 2585.11it/s]
 16%|█▌        | 37853/234119.0 [00:15<01:19, 2473.00it/s]
 16%|█▋        | 38118/234119.0 [00:15<01:17, 2521.96it/s]
 16%|█▋        | 38383/234119.0 [00:15<01:16, 2557.61it/s]
 17%|█▋        | 38648/234119.0 [00:15<01:15, 2582.59it/s]
 17%|█▋        | 38912/234119.0 [00:15<01:15, 2598.89it/s]
 17%|█▋        | 39178/234119.0 [00:15<01:14, 2615.30it/s]
 17%|█▋        | 39443/234119.0 [00:15<01:14, 2624.38it/s]
 17%|█▋        | 39710/234119.0 [00:15<01:13, 2635.45it/s]
 17%|█▋        | 39975/234119.0 [00:15<01:13, 2639.11it/s]
 17%|█▋        | 40240/234119.0 [00:15<01:13, 2637.27it/s]
 17%|█▋        | 40504/234119.0 [00:16<01:16, 2514.65it/s]
 17%|█▋        | 40767/234119.0 [00:16<01:15, 2545.52it/s]
 18%|█▊        | 41023/234119.0 [00:16<01:15, 2548.54it/s]
 18%|█▊        | 41288/234119.0 [00:16<01:14, 2576.46it/s]
 18%|█▊        | 41552/234119.0 [00:16<01:14, 2593.89it/s]
 18%|█▊        | 41812/234119.0 [00:16<01:14, 2582.38it/s]
 18%|█▊        | 42076/234119.0 [00:16<01:13, 2597.83it/s]
 18%|█▊        | 42341/234119.0 [00:16<01:13, 2613.10it/s]
 18%|█▊        | 42606/234119.0 [00:16<01:13, 2623.09it/s]
 18%|█▊        | 42871/234119.0 [00:16<01:12, 2630.03it/s]
 18%|█▊        | 43135/234119.0 [00:17<01:16, 2512.51it/s]
 19%|█▊        | 43401/234119.0 [00:17<01:14, 2554.02it/s]
 19%|█▊        | 43667/234119.0 [00:17<01:13, 2582.52it/s]
 19%|█▉        | 43933/234119.0 [00:17<01:13, 2603.72it/s]
 19%|█▉        | 44196/234119.0 [00:17<01:12, 2610.51it/s]
 19%|█▉        | 44459/234119.0 [00:17<01:12, 2616.23it/s]
 19%|█▉        | 44721/234119.0 [00:17<01:12, 2615.14it/s]
 19%|█▉        | 44983/234119.0 [00:17<01:12, 2595.43it/s]
 19%|█▉        | 45247/234119.0 [00:17<01:12, 2606.49it/s]
 19%|█▉        | 45509/234119.0 [00:18<01:12, 2609.89it/s]
 20%|█▉        | 45771/234119.0 [00:18<01:15, 2493.78it/s]
 20%|█▉        | 46035/234119.0 [00:18<01:14, 2534.79it/s]
 20%|█▉        | 46300/234119.0 [00:18<01:13, 2568.24it/s]
 20%|█▉        | 46565/234119.0 [00:18<01:12, 2590.13it/s]
 20%|██        | 46829/234119.0 [00:18<01:11, 2604.69it/s]
 20%|██        | 47094/234119.0 [00:18<01:11, 2616.59it/s]
 20%|██        | 47358/234119.0 [00:18<01:11, 2623.20it/s]
 20%|██        | 47623/234119.0 [00:18<01:10, 2629.83it/s]
 20%|██        | 47889/234119.0 [00:18<01:10, 2636.43it/s]
 21%|██        | 48153/234119.0 [00:19<01:11, 2614.15it/s]
 21%|██        | 48415/234119.0 [00:19<01:14, 2490.08it/s]
 21%|██        | 48676/234119.0 [00:19<01:13, 2522.50it/s]
 21%|██        | 48932/234119.0 [00:19<01:13, 2531.34it/s]
 21%|██        | 49197/234119.0 [00:19<01:12, 2563.71it/s]
 21%|██        | 49460/234119.0 [00:19<01:11, 2581.91it/s]
 21%|██        | 49724/234119.0 [00:19<01:11, 2596.73it/s]
 21%|██▏       | 49984/234119.0 [00:19<01:22, 2233.04it/s]
 21%|██▏       | 50250/234119.0 [00:19<01:18, 2346.23it/s]
 22%|██▏       | 50514/234119.0 [00:20<01:15, 2426.65it/s]
 22%|██▏       | 50779/234119.0 [00:20<01:13, 2489.25it/s]
 22%|██▏       | 51033/234119.0 [00:20<01:15, 2411.26it/s]
 22%|██▏       | 51297/234119.0 [00:20<01:13, 2475.69it/s]
 22%|██▏       | 51561/234119.0 [00:20<01:12, 2522.27it/s]
 22%|██▏       | 51825/234119.0 [00:20<01:11, 2555.75it/s]
 22%|██▏       | 52089/234119.0 [00:20<01:10, 2579.40it/s]
 22%|██▏       | 52352/234119.0 [00:20<01:10, 2591.96it/s]
 22%|██▏       | 52614/234119.0 [00:20<01:09, 2597.46it/s]
 23%|██▎       | 52875/234119.0 [00:20<01:10, 2584.74it/s]
 23%|██▎       | 53137/234119.0 [00:21<01:09, 2594.02it/s]
 23%|██▎       | 53401/234119.0 [00:21<01:09, 2606.00it/s]
 23%|██▎       | 53662/234119.0 [00:21<01:12, 2477.98it/s]
 23%|██▎       | 53927/234119.0 [00:21<01:11, 2526.55it/s]
 23%|██▎       | 54194/234119.0 [00:21<01:10, 2565.77it/s]
 23%|██▎       | 54457/234119.0 [00:21<01:09, 2583.96it/s]
 23%|██▎       | 54722/234119.0 [00:21<01:08, 2601.46it/s]
 23%|██▎       | 54987/234119.0 [00:21<01:08, 2613.49it/s]
 24%|██▎       | 55252/234119.0 [00:21<01:08, 2622.67it/s]
 24%|██▎       | 55516/234119.0 [00:21<01:07, 2627.46it/s]
 24%|██▍       | 55780/234119.0 [00:22<01:07, 2629.83it/s]
 24%|██▍       | 56044/234119.0 [00:22<01:07, 2625.77it/s]
 24%|██▍       | 56307/234119.0 [00:22<01:10, 2510.99it/s]
 24%|██▍       | 56571/234119.0 [00:22<01:09, 2545.89it/s]
 24%|██▍       | 56833/234119.0 [00:22<01:09, 2565.66it/s]
 24%|██▍       | 57091/234119.0 [00:22<01:09, 2542.68it/s]
 24%|██▍       | 57354/234119.0 [00:22<01:08, 2568.05it/s]
 25%|██▍       | 57617/234119.0 [00:22<01:08, 2585.90it/s]
 25%|██▍       | 57882/234119.0 [00:22<01:07, 2603.88it/s]
 25%|██▍       | 58148/234119.0 [00:22<01:07, 2618.11it/s]
 25%|██▍       | 58412/234119.0 [00:23<01:06, 2623.22it/s]
 25%|██▌       | 58675/234119.0 [00:23<01:06, 2623.49it/s]
 25%|██▌       | 58938/234119.0 [00:23<01:09, 2510.93it/s]
 25%|██▌       | 59203/234119.0 [00:23<01:08, 2549.53it/s]
 25%|██▌       | 59468/234119.0 [00:23<01:07, 2577.48it/s]
 26%|██▌       | 59733/234119.0 [00:23<01:07, 2598.84it/s]
 26%|██▌       | 59999/234119.0 [00:23<01:06, 2614.97it/s]
 26%|██▌       | 60261/234119.0 [00:23<01:06, 2616.37it/s]
 26%|██▌       | 60526/234119.0 [00:23<01:06, 2624.36it/s]
 26%|██▌       | 60790/234119.0 [00:23<01:05, 2626.30it/s]
 26%|██▌       | 61053/234119.0 [00:24<01:05, 2625.68it/s]
 26%|██▌       | 61316/234119.0 [00:24<01:09, 2477.56it/s]
 26%|██▋       | 61566/234119.0 [00:24<01:11, 2400.12it/s]
 26%|██▋       | 61830/234119.0 [00:24<01:09, 2466.82it/s]
 27%|██▋       | 62096/234119.0 [00:24<01:08, 2519.84it/s]
 27%|██▋       | 62359/234119.0 [00:24<01:07, 2551.86it/s]
 27%|██▋       | 62623/234119.0 [00:24<01:06, 2577.76it/s]
 27%|██▋       | 62886/234119.0 [00:24<01:06, 2591.13it/s]
 27%|██▋       | 63151/234119.0 [00:24<01:05, 2607.81it/s]
 27%|██▋       | 63416/234119.0 [00:25<01:05, 2619.59it/s]
 27%|██▋       | 63679/234119.0 [00:25<01:06, 2570.56it/s]
 27%|██▋       | 63945/234119.0 [00:25<01:05, 2594.47it/s]
 27%|██▋       | 64205/234119.0 [00:25<01:08, 2491.76it/s]
 28%|██▊       | 64471/234119.0 [00:25<01:06, 2538.30it/s]
 28%|██▊       | 64736/234119.0 [00:25<01:05, 2570.62it/s]
 28%|██▊       | 65000/234119.0 [00:25<01:05, 2588.69it/s]
 28%|██▊       | 65260/234119.0 [00:25<01:05, 2591.71it/s]
 28%|██▊       | 65520/234119.0 [00:25<01:05, 2573.39it/s]
 28%|██▊       | 65780/234119.0 [00:25<01:05, 2578.63it/s]
 28%|██▊       | 66042/234119.0 [00:26<01:04, 2588.90it/s]
 28%|██▊       | 66307/234119.0 [00:26<01:04, 2605.19it/s]
 28%|██▊       | 66570/234119.0 [00:26<01:04, 2610.92it/s]
 29%|██▊       | 66832/234119.0 [00:26<01:07, 2494.97it/s]
 29%|██▊       | 67096/234119.0 [00:26<01:05, 2534.85it/s]
 29%|██▉       | 67361/234119.0 [00:26<01:04, 2568.18it/s]
 29%|██▉       | 67626/234119.0 [00:26<01:04, 2591.31it/s]
 29%|██▉       | 67891/234119.0 [00:26<01:03, 2606.39it/s]
 29%|██▉       | 68156/234119.0 [00:26<01:03, 2617.40it/s]
 29%|██▉       | 68421/234119.0 [00:26<01:03, 2627.08it/s]
 29%|██▉       | 68686/234119.0 [00:27<01:02, 2631.01it/s]
 29%|██▉       | 68951/234119.0 [00:27<01:02, 2634.35it/s]
 30%|██▉       | 69215/234119.0 [00:27<01:02, 2629.85it/s]
 30%|██▉       | 69479/234119.0 [00:27<01:05, 2508.80it/s]
 30%|██▉       | 69741/234119.0 [00:27<01:04, 2539.10it/s]
 30%|██▉       | 69997/234119.0 [00:27<01:04, 2544.81it/s]
 30%|███       | 70261/234119.0 [00:27<01:03, 2570.36it/s]
 30%|███       | 70525/234119.0 [00:27<01:03, 2588.40it/s]
 30%|███       | 70790/234119.0 [00:27<01:02, 2604.84it/s]
 30%|███       | 71054/234119.0 [00:27<01:02, 2613.85it/s]
 30%|███       | 71318/234119.0 [00:28<01:02, 2619.43it/s]
 31%|███       | 71583/234119.0 [00:28<01:01, 2627.37it/s]
 31%|███       | 71848/234119.0 [00:28<01:01, 2633.59it/s]
 31%|███       | 72112/234119.0 [00:28<01:04, 2514.00it/s]
 31%|███       | 72377/234119.0 [00:28<01:03, 2551.93it/s]
 31%|███       | 72634/234119.0 [00:28<01:03, 2546.59it/s]
 31%|███       | 72900/234119.0 [00:28<01:02, 2578.61it/s]
 31%|███▏      | 73164/234119.0 [00:28<01:02, 2594.11it/s]
 31%|███▏      | 73428/234119.0 [00:28<01:01, 2606.84it/s]
 31%|███▏      | 73689/234119.0 [00:28<01:01, 2592.23it/s]
 32%|███▏      | 73953/234119.0 [00:29<01:01, 2605.56it/s]
 32%|███▏      | 74214/234119.0 [00:29<01:01, 2593.70it/s]
 32%|███▏      | 74478/234119.0 [00:29<01:01, 2605.65it/s]
 32%|███▏      | 74739/234119.0 [00:29<01:03, 2491.79it/s]
 32%|███▏      | 75005/234119.0 [00:29<01:02, 2537.92it/s]
 32%|███▏      | 75270/234119.0 [00:29<01:01, 2569.44it/s]
 32%|███▏      | 75534/234119.0 [00:29<01:01, 2589.73it/s]
 32%|███▏      | 75799/234119.0 [00:29<01:00, 2605.15it/s]
 32%|███▏      | 76066/234119.0 [00:29<01:00, 2621.87it/s]
 33%|███▎      | 76332/234119.0 [00:30<00:59, 2632.11it/s]
 33%|███▎      | 76596/234119.0 [00:30<00:59, 2634.26it/s]
 33%|███▎      | 76860/234119.0 [00:30<00:59, 2635.80it/s]
 33%|███▎      | 77126/234119.0 [00:30<00:59, 2642.12it/s]
 33%|███▎      | 77391/234119.0 [00:30<01:02, 2515.40it/s]
 33%|███▎      | 77653/234119.0 [00:30<01:01, 2544.12it/s]
 33%|███▎      | 77915/234119.0 [00:30<01:00, 2565.96it/s]
 33%|███▎      | 78179/234119.0 [00:30<01:00, 2585.66it/s]
 34%|███▎      | 78443/234119.0 [00:30<00:59, 2601.53it/s]
 34%|███▎      | 78704/234119.0 [00:30<00:59, 2590.49it/s]
 34%|███▎      | 78969/234119.0 [00:31<00:59, 2607.50it/s]
 34%|███▍      | 79234/234119.0 [00:31<00:59, 2617.74it/s]
 34%|███▍      | 79500/234119.0 [00:31<00:58, 2627.57it/s]
 34%|███▍      | 79765/234119.0 [00:31<00:58, 2633.33it/s]
 34%|███▍      | 80029/234119.0 [00:31<01:01, 2513.06it/s]
 34%|███▍      | 80295/234119.0 [00:31<01:00, 2554.51it/s]
 34%|███▍      | 80561/234119.0 [00:31<00:59, 2585.11it/s]
 35%|███▍      | 80825/234119.0 [00:31<00:58, 2600.49it/s]
 35%|███▍      | 81090/234119.0 [00:31<00:58, 2613.72it/s]
 35%|███▍      | 81355/234119.0 [00:31<00:58, 2623.56it/s]
 35%|███▍      | 81619/234119.0 [00:32<00:58, 2627.93it/s]
 35%|███▍      | 81883/234119.0 [00:32<00:57, 2625.75it/s]
 35%|███▌      | 82147/234119.0 [00:32<00:57, 2628.03it/s]
 35%|███▌      | 82411/234119.0 [00:32<00:57, 2629.20it/s]
 35%|███▌      | 82674/234119.0 [00:32<01:00, 2499.52it/s]
 35%|███▌      | 82936/234119.0 [00:32<00:59, 2534.11it/s]
 36%|███▌      | 83192/234119.0 [00:32<00:59, 2539.79it/s]
 36%|███▌      | 83457/234119.0 [00:32<00:58, 2572.10it/s]
 36%|███▌      | 83722/234119.0 [00:32<00:57, 2593.24it/s]
 36%|███▌      | 83987/234119.0 [00:32<00:57, 2607.10it/s]
 36%|███▌      | 84252/234119.0 [00:33<00:57, 2617.38it/s]
 36%|███▌      | 84517/234119.0 [00:33<00:56, 2626.04it/s]
 36%|███▌      | 84781/234119.0 [00:33<00:56, 2628.90it/s]
 36%|███▋      | 85045/234119.0 [00:33<00:56, 2630.78it/s]
 36%|███▋      | 85309/234119.0 [00:33<00:59, 2506.61it/s]
 37%|███▋      | 85573/234119.0 [00:33<00:58, 2542.87it/s]
 37%|███▋      | 85839/234119.0 [00:33<00:57, 2576.67it/s]
 37%|███▋      | 86101/234119.0 [00:33<00:57, 2587.80it/s]
 37%|███▋      | 86365/234119.0 [00:33<00:56, 2601.14it/s]
 37%|███▋      | 86628/234119.0 [00:33<00:56, 2607.00it/s]
 37%|███▋      | 86891/234119.0 [00:34<00:56, 2613.13it/s]
 37%|███▋      | 87155/234119.0 [00:34<00:56, 2618.92it/s]
 37%|███▋      | 87418/234119.0 [00:34<00:57, 2555.41it/s]
 37%|███▋      | 87674/234119.0 [00:34<00:59, 2458.13it/s]
 38%|███▊      | 87938/234119.0 [00:34<00:58, 2508.58it/s]
 38%|███▊      | 88191/234119.0 [00:34<00:58, 2514.57it/s]
 38%|███▊      | 88455/234119.0 [00:34<00:57, 2550.98it/s]
 38%|███▊      | 88718/234119.0 [00:34<00:56, 2573.82it/s]
 38%|███▊      | 88981/234119.0 [00:34<00:56, 2589.82it/s]
 38%|███▊      | 89242/234119.0 [00:35<00:55, 2595.38it/s]
 38%|███▊      | 89505/234119.0 [00:35<00:55, 2605.60it/s]
 38%|███▊      | 89769/234119.0 [00:35<00:55, 2615.87it/s]
 38%|███▊      | 90033/234119.0 [00:35<00:54, 2621.67it/s]
 39%|███▊      | 90296/234119.0 [00:35<00:57, 2496.43it/s]
 39%|███▊      | 90559/234119.0 [00:35<00:56, 2533.38it/s]
 39%|███▉      | 90823/234119.0 [00:35<00:55, 2562.37it/s]
 39%|███▉      | 91085/234119.0 [00:35<00:55, 2579.03it/s]
 39%|███▉      | 91347/234119.0 [00:35<00:55, 2590.55it/s]
 39%|███▉      | 91611/234119.0 [00:35<00:54, 2605.19it/s]
 39%|███▉      | 91872/234119.0 [00:36<00:54, 2591.94it/s]
 39%|███▉      | 92136/234119.0 [00:36<00:54, 2605.98it/s]
 39%|███▉      | 92401/234119.0 [00:36<00:54, 2618.10it/s]
 40%|███▉      | 92667/234119.0 [00:36<00:53, 2629.57it/s]
 40%|███▉      | 92931/234119.0 [00:36<00:56, 2504.13it/s]
 40%|███▉      | 93194/234119.0 [00:36<00:55, 2539.09it/s]
 40%|███▉      | 93458/234119.0 [00:36<00:54, 2567.21it/s]
 40%|████      | 93721/234119.0 [00:36<00:54, 2584.59it/s]
 40%|████      | 93986/234119.0 [00:36<00:53, 2603.83it/s]
 40%|████      | 94250/234119.0 [00:36<00:53, 2613.30it/s]
 40%|████      | 94512/234119.0 [00:37<00:53, 2614.69it/s]
 40%|████      | 94775/234119.0 [00:37<00:53, 2618.48it/s]
 41%|████      | 95038/234119.0 [00:37<00:53, 2618.39it/s]
 41%|████      | 95301/234119.0 [00:37<00:52, 2620.74it/s]
 41%|████      | 95564/234119.0 [00:37<00:55, 2498.38it/s]
 41%|████      | 95827/234119.0 [00:37<00:54, 2535.15it/s]
 41%|████      | 96091/234119.0 [00:37<00:53, 2563.78it/s]
 41%|████      | 96349/234119.0 [00:37<00:53, 2558.02it/s]
 41%|████▏     | 96612/234119.0 [00:37<00:53, 2578.90it/s]
 41%|████▏     | 96876/234119.0 [00:37<00:52, 2596.17it/s]
 41%|████▏     | 97140/234119.0 [00:38<00:52, 2606.44it/s]
 42%|████▏     | 97404/234119.0 [00:38<00:52, 2614.04it/s]
 42%|████▏     | 97668/234119.0 [00:38<00:52, 2620.80it/s]
 42%|████▏     | 97932/234119.0 [00:38<00:51, 2624.47it/s]
 42%|████▏     | 98195/234119.0 [00:38<00:54, 2500.36it/s]
 42%|████▏     | 98460/234119.0 [00:38<00:53, 2541.56it/s]
 42%|████▏     | 98716/234119.0 [00:38<00:57, 2350.15it/s]
 42%|████▏     | 98955/234119.0 [00:39<01:32, 1468.80it/s]
 42%|████▏     | 99217/234119.0 [00:39<01:19, 1695.93it/s]
 42%|████▏     | 99480/234119.0 [00:39<01:10, 1901.58it/s]
 43%|████▎     | 99743/234119.0 [00:39<01:04, 2074.72it/s]
 43%|████▎     | 100004/234119.0 [00:39<01:00, 2209.44it/s]
 43%|████▎     | 100249/234119.0 [00:39<01:00, 2213.62it/s]
 43%|████▎     | 100513/234119.0 [00:39<00:57, 2328.58it/s]
 43%|████▎     | 100771/234119.0 [00:39<00:55, 2396.59it/s]
 43%|████▎     | 101033/234119.0 [00:39<00:54, 2457.82it/s]
 43%|████▎     | 101296/234119.0 [00:39<00:53, 2506.01it/s]
 43%|████▎     | 101559/234119.0 [00:40<00:52, 2539.70it/s]
 43%|████▎     | 101823/234119.0 [00:40<00:51, 2566.52it/s]
 44%|████▎     | 102087/234119.0 [00:40<00:51, 2586.36it/s]
 44%|████▎     | 102351/234119.0 [00:40<00:50, 2601.45it/s]
 44%|████▍     | 102615/234119.0 [00:40<00:50, 2611.73it/s]
 44%|████▍     | 102878/234119.0 [00:40<00:52, 2489.38it/s]
 44%|████▍     | 103131/234119.0 [00:40<00:52, 2500.61it/s]
 44%|████▍     | 103394/234119.0 [00:40<00:51, 2538.28it/s]
 44%|████▍     | 103656/234119.0 [00:40<00:50, 2562.11it/s]
 44%|████▍     | 103919/234119.0 [00:40<00:50, 2579.87it/s]
 45%|████▍     | 104183/234119.0 [00:41<00:50, 2596.13it/s]
 45%|████▍     | 104445/234119.0 [00:41<00:49, 2601.89it/s]
 45%|████▍     | 104706/234119.0 [00:41<00:49, 2602.95it/s]
 45%|████▍     | 104969/234119.0 [00:41<00:49, 2610.24it/s]
 45%|████▍     | 105231/234119.0 [00:41<00:49, 2593.31it/s]
 45%|████▌     | 105491/234119.0 [00:41<00:51, 2479.40it/s]
 45%|████▌     | 105753/234119.0 [00:41<00:50, 2519.74it/s]
 45%|████▌     | 106017/234119.0 [00:41<00:50, 2552.82it/s]
 45%|████▌     | 106280/234119.0 [00:41<00:49, 2573.84it/s]
 46%|████▌     | 106541/234119.0 [00:41<00:49, 2584.03it/s]
 46%|████▌     | 106805/234119.0 [00:42<00:48, 2600.07it/s]
 46%|████▌     | 107068/234119.0 [00:42<00:48, 2606.58it/s]
 46%|████▌     | 107332/234119.0 [00:42<00:48, 2614.78it/s]
 46%|████▌     | 107597/234119.0 [00:42<00:48, 2625.04it/s]
 46%|████▌     | 107860/234119.0 [00:42<00:48, 2625.93it/s]
 46%|████▌     | 108123/234119.0 [00:42<00:50, 2500.88it/s]
 46%|████▋     | 108384/234119.0 [00:42<00:49, 2531.05it/s]
 46%|████▋     | 108646/234119.0 [00:42<00:49, 2555.13it/s]
 47%|████▋     | 108906/234119.0 [00:42<00:48, 2566.68it/s]
 47%|████▋     | 109167/234119.0 [00:43<00:48, 2577.83it/s]
 47%|████▋     | 109426/234119.0 [00:43<00:48, 2573.93it/s]
 47%|████▋     | 109688/234119.0 [00:43<00:48, 2585.90it/s]
 47%|████▋     | 109950/234119.0 [00:43<00:47, 2595.89it/s]
 47%|████▋     | 110212/234119.0 [00:43<00:47, 2602.74it/s]
 47%|████▋     | 110473/234119.0 [00:43<00:47, 2603.62it/s]
 47%|████▋     | 110734/234119.0 [00:43<00:49, 2486.60it/s]
 47%|████▋     | 110997/234119.0 [00:43<00:48, 2526.53it/s]
 48%|████▊     | 111253/234119.0 [00:43<00:48, 2534.99it/s]
 48%|████▊     | 111516/234119.0 [00:43<00:47, 2561.77it/s]
 48%|████▊     | 111780/234119.0 [00:44<00:47, 2583.65it/s]
 48%|████▊     | 112044/234119.0 [00:44<00:46, 2600.22it/s]
 48%|████▊     | 112307/234119.0 [00:44<00:46, 2608.50it/s]
 48%|████▊     | 112569/234119.0 [00:44<00:46, 2609.93it/s]
 48%|████▊     | 112831/234119.0 [00:44<00:46, 2612.46it/s]
 48%|████▊     | 113093/234119.0 [00:44<00:46, 2612.34it/s]
 48%|████▊     | 113355/234119.0 [00:44<00:48, 2481.64it/s]
 49%|████▊     | 113611/234119.0 [00:44<00:48, 2501.64it/s]
 49%|████▊     | 113872/234119.0 [00:44<00:47, 2530.54it/s]
 49%|████▊     | 114133/234119.0 [00:44<00:47, 2552.74it/s]
 49%|████▉     | 114395/234119.0 [00:45<00:46, 2572.46it/s]
 49%|████▉     | 114657/234119.0 [00:45<00:46, 2586.27it/s]
 49%|████▉     | 114920/234119.0 [00:45<00:45, 2598.72it/s]
 49%|████▉     | 115183/234119.0 [00:45<00:45, 2606.37it/s]
 49%|████▉     | 115445/234119.0 [00:45<00:45, 2608.98it/s]
 49%|████▉     | 115707/234119.0 [00:45<00:45, 2606.07it/s]
 50%|████▉     | 115968/234119.0 [00:45<00:47, 2484.73it/s]
 50%|████▉     | 116231/234119.0 [00:45<00:46, 2524.91it/s]
 50%|████▉     | 116493/234119.0 [00:45<00:46, 2552.58it/s]
 50%|████▉     | 116755/234119.0 [00:45<00:45, 2569.47it/s]
 50%|████▉     | 117015/234119.0 [00:46<00:45, 2576.71it/s]
 50%|█████     | 117274/234119.0 [00:46<00:45, 2579.69it/s]
 50%|█████     | 117534/234119.0 [00:46<00:45, 2584.54it/s]
 50%|█████     | 117793/234119.0 [00:46<00:45, 2574.19it/s]
 50%|█████     | 118055/234119.0 [00:46<00:44, 2586.14it/s]
 51%|█████     | 118317/234119.0 [00:46<00:44, 2593.65it/s]
 51%|█████     | 118577/234119.0 [00:46<00:47, 2451.15it/s]
 51%|█████     | 118841/234119.0 [00:46<00:46, 2502.52it/s]
 51%|█████     | 119104/234119.0 [00:46<00:45, 2537.71it/s]
 51%|█████     | 119365/234119.0 [00:46<00:44, 2557.53it/s]
 51%|█████     | 119627/234119.0 [00:47<00:44, 2575.50it/s]
 51%|█████     | 119888/234119.0 [00:47<00:44, 2584.61it/s]
 51%|█████▏    | 120151/234119.0 [00:47<00:43, 2597.36it/s]
 51%|█████▏    | 120416/234119.0 [00:47<00:43, 2610.78it/s]
 52%|█████▏    | 120678/234119.0 [00:47<00:43, 2612.99it/s]
 52%|█████▏    | 120940/234119.0 [00:47<00:43, 2614.32it/s]
 52%|█████▏    | 121202/234119.0 [00:47<00:45, 2492.03it/s]
 52%|█████▏    | 121463/234119.0 [00:47<00:44, 2525.00it/s]
 52%|█████▏    | 121725/234119.0 [00:47<00:44, 2550.98it/s]
 52%|█████▏    | 121981/234119.0 [00:48<00:43, 2551.42it/s]
 52%|█████▏    | 122243/234119.0 [00:48<00:43, 2570.58it/s]
 52%|█████▏    | 122505/234119.0 [00:48<00:43, 2583.89it/s]
 52%|█████▏    | 122768/234119.0 [00:48<00:42, 2595.00it/s]
 53%|█████▎    | 123031/234119.0 [00:48<00:42, 2605.35it/s]
 53%|█████▎    | 123295/234119.0 [00:48<00:42, 2614.53it/s]
 53%|█████▎    | 123558/234119.0 [00:48<00:42, 2618.43it/s]
 53%|█████▎    | 123820/234119.0 [00:48<00:44, 2494.71it/s]
 53%|█████▎    | 124081/234119.0 [00:48<00:43, 2527.31it/s]
 53%|█████▎    | 124344/234119.0 [00:48<00:42, 2555.76it/s]
 53%|█████▎    | 124601/234119.0 [00:49<00:42, 2558.02it/s]
 53%|█████▎    | 124865/234119.0 [00:49<00:42, 2579.49it/s]
 53%|█████▎    | 125129/234119.0 [00:49<00:41, 2595.73it/s]
 54%|█████▎    | 125392/234119.0 [00:49<00:41, 2603.55it/s]
 54%|█████▎    | 125655/234119.0 [00:49<00:41, 2609.23it/s]
 54%|█████▍    | 125918/234119.0 [00:49<00:41, 2614.38it/s]
 54%|█████▍    | 126180/234119.0 [00:49<00:41, 2612.07it/s]
 54%|█████▍    | 126442/234119.0 [00:49<00:43, 2470.21it/s]
 54%|█████▍    | 126706/234119.0 [00:49<00:42, 2518.13it/s]
 54%|█████▍    | 126968/234119.0 [00:49<00:42, 2546.25it/s]
 54%|█████▍    | 127231/234119.0 [00:50<00:41, 2570.27it/s]
 54%|█████▍    | 127494/234119.0 [00:50<00:41, 2587.21it/s]
 55%|█████▍    | 127758/234119.0 [00:50<00:40, 2600.50it/s]
 55%|█████▍    | 128023/234119.0 [00:50<00:40, 2612.97it/s]
 55%|█████▍    | 128286/234119.0 [00:50<00:40, 2617.70it/s]
 55%|█████▍    | 128550/234119.0 [00:50<00:40, 2622.44it/s]
 55%|█████▌    | 128813/234119.0 [00:50<00:40, 2624.57it/s]
 55%|█████▌    | 129076/234119.0 [00:50<00:41, 2503.99it/s]
 55%|█████▌    | 129340/234119.0 [00:50<00:41, 2541.46it/s]
 55%|█████▌    | 129603/234119.0 [00:50<00:40, 2564.66it/s]
 55%|█████▌    | 129866/234119.0 [00:51<00:40, 2582.42it/s]
 56%|█████▌    | 130127/234119.0 [00:51<00:40, 2589.42it/s]
 56%|█████▌    | 130389/234119.0 [00:51<00:39, 2597.23it/s]
 56%|█████▌    | 130650/234119.0 [00:51<00:40, 2586.10it/s]
 56%|█████▌    | 130914/234119.0 [00:51<00:39, 2599.82it/s]
 56%|█████▌    | 131177/234119.0 [00:51<00:39, 2606.66it/s]
 56%|█████▌    | 131442/234119.0 [00:51<00:39, 2618.17it/s]
 56%|█████▋    | 131704/234119.0 [00:51<00:41, 2490.21it/s]
 56%|█████▋    | 131969/234119.0 [00:51<00:40, 2533.70it/s]
 56%|█████▋    | 132233/234119.0 [00:51<00:39, 2563.34it/s]
 57%|█████▋    | 132496/234119.0 [00:52<00:39, 2582.54it/s]
 57%|█████▋    | 132761/234119.0 [00:52<00:38, 2600.52it/s]
 57%|█████▋    | 133025/234119.0 [00:52<00:38, 2610.08it/s]
 57%|█████▋    | 133290/234119.0 [00:52<00:38, 2620.12it/s]
 57%|█████▋    | 133555/234119.0 [00:52<00:38, 2628.67it/s]
 57%|█████▋    | 133819/234119.0 [00:52<00:38, 2629.63it/s]
 57%|█████▋    | 134083/234119.0 [00:52<00:38, 2617.15it/s]
 57%|█████▋    | 134345/234119.0 [00:52<00:39, 2495.39it/s]
 57%|█████▋    | 134608/234119.0 [00:52<00:39, 2532.15it/s]
 58%|█████▊    | 134870/234119.0 [00:52<00:38, 2556.35it/s]
 58%|█████▊    | 135127/234119.0 [00:53<00:38, 2556.64it/s]
 58%|█████▊    | 135391/234119.0 [00:53<00:38, 2580.35it/s]
 58%|█████▊    | 135655/234119.0 [00:53<00:37, 2597.30it/s]
 58%|█████▊    | 135922/234119.0 [00:53<00:37, 2616.10it/s]
 58%|█████▊    | 136188/234119.0 [00:53<00:37, 2626.91it/s]
 58%|█████▊    | 136453/234119.0 [00:53<00:37, 2631.31it/s]
 58%|█████▊    | 136717/234119.0 [00:53<00:36, 2632.77it/s]
 59%|█████▊    | 136981/234119.0 [00:53<00:38, 2501.09it/s]
 59%|█████▊    | 137247/234119.0 [00:53<00:38, 2544.90it/s]
 59%|█████▊    | 137512/234119.0 [00:54<00:37, 2573.33it/s]
 59%|█████▉    | 137777/234119.0 [00:54<00:37, 2593.21it/s]
 59%|█████▉    | 138042/234119.0 [00:54<00:36, 2607.86it/s]
 59%|█████▉    | 138306/234119.0 [00:54<00:36, 2616.55it/s]
 59%|█████▉    | 138569/234119.0 [00:54<00:36, 2619.47it/s]
 59%|█████▉    | 138832/234119.0 [00:54<00:36, 2620.25it/s]
 59%|█████▉    | 139095/234119.0 [00:54<00:36, 2622.22it/s]
 60%|█████▉    | 139358/234119.0 [00:54<00:36, 2624.50it/s]
 60%|█████▉    | 139621/234119.0 [00:54<00:38, 2484.82it/s]
 60%|█████▉    | 139886/234119.0 [00:54<00:37, 2529.79it/s]
 60%|█████▉    | 140150/234119.0 [00:55<00:36, 2560.32it/s]
 60%|█████▉    | 140417/234119.0 [00:55<00:36, 2590.92it/s]
 60%|██████    | 140682/234119.0 [00:55<00:35, 2607.75it/s]
 60%|██████    | 140947/234119.0 [00:55<00:35, 2620.01it/s]
 60%|██████    | 141213/234119.0 [00:55<00:35, 2631.23it/s]
 60%|██████    | 141477/234119.0 [00:55<00:35, 2633.11it/s]
 61%|██████    | 141742/234119.0 [00:55<00:35, 2638.08it/s]
 61%|██████    | 142006/234119.0 [00:55<00:34, 2638.51it/s]
 61%|██████    | 142270/234119.0 [00:55<00:36, 2511.07it/s]
 61%|██████    | 142534/234119.0 [00:55<00:35, 2546.98it/s]
 61%|██████    | 142797/234119.0 [00:56<00:35, 2570.59it/s]
 61%|██████    | 143061/234119.0 [00:56<00:35, 2590.36it/s]
 61%|██████    | 143324/234119.0 [00:56<00:34, 2600.99it/s]
 61%|██████▏   | 143588/234119.0 [00:56<00:34, 2611.09it/s]
 61%|██████▏   | 143852/234119.0 [00:56<00:34, 2617.32it/s]
 62%|██████▏   | 144114/234119.0 [00:56<00:34, 2602.34it/s]
 62%|██████▏   | 144380/234119.0 [00:56<00:34, 2618.61it/s]
 62%|██████▏   | 144647/234119.0 [00:56<00:33, 2632.71it/s]
 62%|██████▏   | 144911/234119.0 [00:56<00:35, 2508.63it/s]
 62%|██████▏   | 145175/234119.0 [00:56<00:34, 2546.26it/s]
 62%|██████▏   | 145440/234119.0 [00:57<00:34, 2576.43it/s]
 62%|██████▏   | 145705/234119.0 [00:57<00:34, 2596.55it/s]
 62%|██████▏   | 145971/234119.0 [00:57<00:33, 2612.82it/s]
 62%|██████▏   | 146235/234119.0 [00:57<00:33, 2619.33it/s]
 63%|██████▎   | 146499/234119.0 [00:57<00:33, 2624.09it/s]
 63%|██████▎   | 146763/234119.0 [00:57<00:33, 2628.81it/s]
 63%|██████▎   | 147027/234119.0 [00:57<00:33, 2632.10it/s]
 63%|██████▎   | 147291/234119.0 [00:57<00:32, 2633.24it/s]
 63%|██████▎   | 147555/234119.0 [00:57<00:34, 2500.91it/s]
 63%|██████▎   | 147816/234119.0 [00:57<00:34, 2531.32it/s]
 63%|██████▎   | 148081/234119.0 [00:58<00:33, 2563.22it/s]
 63%|██████▎   | 148345/234119.0 [00:58<00:33, 2583.22it/s]
 63%|██████▎   | 148604/234119.0 [00:58<00:33, 2579.01it/s]
 64%|██████▎   | 148871/234119.0 [00:58<00:32, 2603.76it/s]
 64%|██████▎   | 149137/234119.0 [00:58<00:32, 2619.59it/s]
 64%|██████▍   | 149403/234119.0 [00:58<00:32, 2629.59it/s]
 64%|██████▍   | 149667/234119.0 [00:58<00:32, 2605.56it/s]
 64%|██████▍   | 149931/234119.0 [00:58<00:32, 2613.58it/s]
 64%|██████▍   | 150193/234119.0 [00:58<00:33, 2497.39it/s]
 64%|██████▍   | 150449/234119.0 [00:59<00:33, 2513.76it/s]
 64%|██████▍   | 150714/234119.0 [00:59<00:32, 2550.93it/s]
 64%|██████▍   | 150978/234119.0 [00:59<00:32, 2576.99it/s]
 65%|██████▍   | 151243/234119.0 [00:59<00:31, 2598.15it/s]
 65%|██████▍   | 151505/234119.0 [00:59<00:31, 2602.61it/s]
 65%|██████▍   | 151769/234119.0 [00:59<00:31, 2611.26it/s]
 65%|██████▍   | 152032/234119.0 [00:59<00:31, 2615.78it/s]
 65%|██████▌   | 152295/234119.0 [00:59<00:31, 2617.97it/s]
 65%|██████▌   | 152558/234119.0 [00:59<00:31, 2619.55it/s]
 65%|██████▌   | 152821/234119.0 [00:59<00:32, 2477.26it/s]
 65%|██████▌   | 153083/234119.0 [01:00<00:32, 2518.14it/s]
 66%|██████▌   | 153348/234119.0 [01:00<00:31, 2555.20it/s]
 66%|██████▌   | 153613/234119.0 [01:00<00:31, 2582.90it/s]
 66%|██████▌   | 153878/234119.0 [01:00<00:30, 2599.77it/s]
 66%|██████▌   | 154142/234119.0 [01:00<00:30, 2609.22it/s]
 66%|██████▌   | 154406/234119.0 [01:00<00:30, 2616.98it/s]
 66%|██████▌   | 154670/234119.0 [01:00<00:30, 2623.70it/s]
 66%|██████▌   | 154934/234119.0 [01:00<00:30, 2626.35it/s]
 66%|██████▋   | 155199/234119.0 [01:00<00:29, 2632.77it/s]
 66%|██████▋   | 155463/234119.0 [01:00<00:31, 2507.23it/s]
 67%|██████▋   | 155729/234119.0 [01:01<00:30, 2550.82it/s]
 67%|██████▋   | 155993/234119.0 [01:01<00:30, 2575.74it/s]
 67%|██████▋   | 156256/234119.0 [01:01<00:30, 2590.72it/s]
 67%|██████▋   | 156520/234119.0 [01:01<00:29, 2602.69it/s]
 67%|██████▋   | 156783/234119.0 [01:01<00:29, 2608.96it/s]
 67%|██████▋   | 157048/234119.0 [01:01<00:29, 2619.57it/s]
 67%|██████▋   | 157311/234119.0 [01:01<00:29, 2605.30it/s]
 67%|██████▋   | 157573/234119.0 [01:01<00:29, 2607.85it/s]
 67%|██████▋   | 157839/234119.0 [01:01<00:29, 2622.30it/s]
 68%|██████▊   | 158102/234119.0 [01:01<00:30, 2494.42it/s]
 68%|██████▊   | 158365/234119.0 [01:02<00:29, 2533.39it/s]
 68%|██████▊   | 158628/234119.0 [01:02<00:29, 2560.96it/s]
 68%|██████▊   | 158894/234119.0 [01:02<00:29, 2587.46it/s]
 68%|██████▊   | 159159/234119.0 [01:02<00:28, 2605.42it/s]
 68%|██████▊   | 159422/234119.0 [01:02<00:28, 2610.50it/s]
 68%|██████▊   | 159687/234119.0 [01:02<00:28, 2621.66it/s]
 68%|██████▊   | 159954/234119.0 [01:02<00:28, 2633.42it/s]
 68%|██████▊   | 160219/234119.0 [01:02<00:28, 2635.48it/s]
 69%|██████▊   | 160483/234119.0 [01:02<00:29, 2509.79it/s]
 69%|██████▊   | 160744/234119.0 [01:02<00:28, 2537.95it/s]
 69%|██████▉   | 161007/234119.0 [01:03<00:28, 2563.23it/s]
 69%|██████▉   | 161272/234119.0 [01:03<00:28, 2587.38it/s]
 69%|██████▉   | 161535/234119.0 [01:03<00:28, 2581.87it/s]
 69%|██████▉   | 161795/234119.0 [01:03<00:27, 2587.02it/s]
 69%|██████▉   | 162059/234119.0 [01:03<00:27, 2600.62it/s]
 69%|██████▉   | 162326/234119.0 [01:03<00:27, 2619.18it/s]
 69%|██████▉   | 162590/234119.0 [01:03<00:27, 2623.27it/s]
 70%|██████▉   | 162853/234119.0 [01:03<00:27, 2618.56it/s]
 70%|██████▉   | 163115/234119.0 [01:03<00:28, 2495.15it/s]
 70%|██████▉   | 163379/234119.0 [01:04<00:27, 2535.23it/s]
 70%|██████▉   | 163645/234119.0 [01:04<00:27, 2569.64it/s]
 70%|███████   | 163910/234119.0 [01:04<00:27, 2592.05it/s]
 70%|███████   | 164176/234119.0 [01:04<00:26, 2611.65it/s]
 70%|███████   | 164441/234119.0 [01:04<00:26, 2620.27it/s]
 70%|███████   | 164707/234119.0 [01:04<00:26, 2629.74it/s]
 70%|███████   | 164973/234119.0 [01:04<00:26, 2638.35it/s]
 71%|███████   | 165238/234119.0 [01:04<00:26, 2608.18it/s]
 71%|███████   | 165503/234119.0 [01:04<00:26, 2617.70it/s]
 71%|███████   | 165765/234119.0 [01:04<00:27, 2499.60it/s]
 71%|███████   | 166020/234119.0 [01:05<00:27, 2513.72it/s]
 71%|███████   | 166284/234119.0 [01:05<00:26, 2549.56it/s]
 71%|███████   | 166550/234119.0 [01:05<00:26, 2581.19it/s]
 71%|███████▏  | 166817/234119.0 [01:05<00:25, 2605.65it/s]
 71%|███████▏  | 167081/234119.0 [01:05<00:25, 2614.51it/s]
 71%|███████▏  | 167345/234119.0 [01:05<00:25, 2619.72it/s]
 72%|███████▏  | 167609/234119.0 [01:05<00:25, 2625.47it/s]
 72%|███████▏  | 167875/234119.0 [01:05<00:25, 2634.82it/s]
 72%|███████▏  | 168139/234119.0 [01:05<00:25, 2636.06it/s]
 72%|███████▏  | 168403/234119.0 [01:05<00:26, 2504.74it/s]
 72%|███████▏  | 168666/234119.0 [01:06<00:25, 2540.51it/s]
 72%|███████▏  | 168932/234119.0 [01:06<00:25, 2572.39it/s]
 72%|███████▏  | 169198/234119.0 [01:06<00:25, 2595.29it/s]
 72%|███████▏  | 169462/234119.0 [01:06<00:24, 2605.53it/s]
 72%|███████▏  | 169727/234119.0 [01:06<00:24, 2615.99it/s]
 73%|███████▎  | 169991/234119.0 [01:06<00:24, 2621.03it/s]
 73%|███████▎  | 170254/234119.0 [01:06<00:24, 2599.31it/s]
 73%|███████▎  | 170515/234119.0 [01:06<00:24, 2601.96it/s]
 73%|███████▎  | 170779/234119.0 [01:06<00:24, 2611.63it/s]
 73%|███████▎  | 171041/234119.0 [01:06<00:25, 2499.64it/s]
 73%|███████▎  | 171305/234119.0 [01:07<00:24, 2538.52it/s]
 73%|███████▎  | 171569/234119.0 [01:07<00:24, 2568.03it/s]
 73%|███████▎  | 171834/234119.0 [01:07<00:24, 2590.19it/s]
 74%|███████▎  | 172100/234119.0 [01:07<00:23, 2607.86it/s]
 74%|███████▎  | 172362/234119.0 [01:07<00:23, 2610.63it/s]
 74%|███████▎  | 172624/234119.0 [01:07<00:24, 2512.28it/s]
 74%|███████▍  | 172888/234119.0 [01:07<00:24, 2547.49it/s]
 74%|███████▍  | 173150/234119.0 [01:07<00:23, 2566.72it/s]
 74%|███████▍  | 173413/234119.0 [01:07<00:23, 2585.35it/s]
 74%|███████▍  | 173672/234119.0 [01:08<00:24, 2466.67it/s]
 74%|███████▍  | 173937/234119.0 [01:08<00:23, 2517.81it/s]
 74%|███████▍  | 174201/234119.0 [01:08<00:23, 2552.62it/s]
 75%|███████▍  | 174458/234119.0 [01:08<00:23, 2548.28it/s]
 75%|███████▍  | 174719/234119.0 [01:08<00:23, 2564.76it/s]
 75%|███████▍  | 174984/234119.0 [01:08<00:22, 2588.48it/s]
 75%|███████▍  | 175249/234119.0 [01:08<00:22, 2603.89it/s]
 75%|███████▍  | 175513/234119.0 [01:08<00:22, 2611.75it/s]
 75%|███████▌  | 175775/234119.0 [01:08<00:22, 2612.89it/s]
 75%|███████▌  | 176038/234119.0 [01:08<00:22, 2617.64it/s]
 75%|███████▌  | 176300/234119.0 [01:09<00:23, 2469.54it/s]
 75%|███████▌  | 176561/234119.0 [01:09<00:22, 2508.02it/s]
 76%|███████▌  | 176826/234119.0 [01:09<00:22, 2548.60it/s]
 76%|███████▌  | 177092/234119.0 [01:09<00:22, 2579.64it/s]
 76%|███████▌  | 177355/234119.0 [01:09<00:21, 2593.76it/s]
 76%|███████▌  | 177618/234119.0 [01:09<00:21, 2604.24it/s]
 76%|███████▌  | 177882/234119.0 [01:09<00:21, 2613.09it/s]
 76%|███████▌  | 178146/234119.0 [01:09<00:21, 2619.75it/s]
 76%|███████▌  | 178409/234119.0 [01:09<00:21, 2615.58it/s]
 76%|███████▋  | 178671/234119.0 [01:09<00:21, 2593.34it/s]
 76%|███████▋  | 178931/234119.0 [01:10<00:22, 2473.82it/s]
 77%|███████▋  | 179194/234119.0 [01:10<00:21, 2517.25it/s]
 77%|███████▋  | 179458/234119.0 [01:10<00:21, 2550.64it/s]
 77%|███████▋  | 179722/234119.0 [01:10<00:21, 2575.05it/s]
 77%|███████▋  | 179986/234119.0 [01:10<00:20, 2592.33it/s]
 77%|███████▋  | 180249/234119.0 [01:10<00:20, 2601.90it/s]
 77%|███████▋  | 180512/234119.0 [01:10<00:20, 2609.48it/s]
 77%|███████▋  | 180774/234119.0 [01:10<00:20, 2595.49it/s]
 77%|███████▋  | 181038/234119.0 [01:10<00:20, 2606.11it/s]
 77%|███████▋  | 181302/234119.0 [01:10<00:20, 2613.95it/s]
 78%|███████▊  | 181564/234119.0 [01:11<00:21, 2493.11it/s]
 78%|███████▊  | 181827/234119.0 [01:11<00:20, 2531.36it/s]
 78%|███████▊  | 182089/234119.0 [01:11<00:20, 2556.39it/s]
 78%|███████▊  | 182353/234119.0 [01:11<00:20, 2578.87it/s]
 78%|███████▊  | 182613/234119.0 [01:11<00:19, 2582.80it/s]
 78%|███████▊  | 182872/234119.0 [01:11<00:19, 2574.66it/s]
 78%|███████▊  | 183135/234119.0 [01:11<00:19, 2588.80it/s]
 78%|███████▊  | 183397/234119.0 [01:11<00:19, 2597.13it/s]
 78%|███████▊  | 183660/234119.0 [01:11<00:19, 2604.49it/s]
 79%|███████▊  | 183923/234119.0 [01:11<00:19, 2611.90it/s]
 79%|███████▊  | 184185/234119.0 [01:12<00:20, 2493.36it/s]
 79%|███████▉  | 184448/234119.0 [01:12<00:19, 2532.05it/s]
 79%|███████▉  | 184712/234119.0 [01:12<00:19, 2563.03it/s]
 79%|███████▉  | 184976/234119.0 [01:12<00:19, 2585.52it/s]
 79%|███████▉  | 185240/234119.0 [01:12<00:18, 2600.93it/s]
 79%|███████▉  | 185505/234119.0 [01:12<00:18, 2614.25it/s]
 79%|███████▉  | 185767/234119.0 [01:12<00:18, 2614.80it/s]
 79%|███████▉  | 186031/234119.0 [01:12<00:18, 2621.07it/s]
 80%|███████▉  | 186294/234119.0 [01:12<00:18, 2619.42it/s]
 80%|███████▉  | 186557/234119.0 [01:13<00:18, 2617.66it/s]
 80%|███████▉  | 186819/234119.0 [01:13<00:19, 2446.28it/s]
 80%|███████▉  | 187083/234119.0 [01:13<00:18, 2500.04it/s]
 80%|████████  | 187346/234119.0 [01:13<00:18, 2535.03it/s]
 80%|████████  | 187607/234119.0 [01:13<00:18, 2556.86it/s]
 80%|████████  | 187870/234119.0 [01:13<00:17, 2575.78it/s]
 80%|████████  | 188133/234119.0 [01:13<00:17, 2590.23it/s]
 80%|████████  | 188395/234119.0 [01:13<00:17, 2596.46it/s]
 81%|████████  | 188658/234119.0 [01:13<00:17, 2604.13it/s]
 81%|████████  | 188922/234119.0 [01:13<00:17, 2613.38it/s]
 81%|████████  | 189187/234119.0 [01:14<00:17, 2622.33it/s]
 81%|████████  | 189450/234119.0 [01:14<00:17, 2494.47it/s]
 81%|████████  | 189714/234119.0 [01:14<00:17, 2517.77it/s]
 81%|████████  | 189977/234119.0 [01:14<00:17, 2548.46it/s]
 81%|████████▏ | 190241/234119.0 [01:14<00:17, 2572.56it/s]
 81%|████████▏ | 190502/234119.0 [01:14<00:16, 2581.91it/s]
 81%|████████▏ | 190761/234119.0 [01:14<00:16, 2572.35it/s]
 82%|████████▏ | 191021/234119.0 [01:14<00:16, 2578.20it/s]
 82%|████████▏ | 191283/234119.0 [01:14<00:16, 2588.53it/s]
 82%|████████▏ | 191543/234119.0 [01:14<00:16, 2579.19it/s]
 82%|████████▏ | 191805/234119.0 [01:15<00:16, 2590.22it/s]
 82%|████████▏ | 192065/234119.0 [01:15<00:17, 2470.86it/s]
 82%|████████▏ | 192331/234119.0 [01:15<00:16, 2522.77it/s]
 82%|████████▏ | 192596/234119.0 [01:15<00:16, 2558.49it/s]
 82%|████████▏ | 192860/234119.0 [01:15<00:15, 2580.61it/s]
 82%|████████▏ | 193126/234119.0 [01:15<00:15, 2601.68it/s]
 83%|████████▎ | 193391/234119.0 [01:15<00:15, 2615.51it/s]
 83%|████████▎ | 193655/234119.0 [01:15<00:15, 2620.65it/s]
 83%|████████▎ | 193919/234119.0 [01:15<00:15, 2625.68it/s]
 83%|████████▎ | 194182/234119.0 [01:15<00:15, 2617.70it/s]
 83%|████████▎ | 194445/234119.0 [01:16<00:15, 2620.85it/s]
 83%|████████▎ | 194708/234119.0 [01:16<00:15, 2471.61it/s]
 83%|████████▎ | 194970/234119.0 [01:16<00:15, 2514.05it/s]
 83%|████████▎ | 195231/234119.0 [01:16<00:15, 2540.37it/s]
 84%|████████▎ | 195492/234119.0 [01:16<00:15, 2559.84it/s]
 84%|████████▎ | 195749/234119.0 [01:16<00:25, 1530.20it/s]
 84%|████████▎ | 196011/234119.0 [01:16<00:21, 1749.08it/s]
 84%|████████▍ | 196273/234119.0 [01:17<00:19, 1943.19it/s]
 84%|████████▍ | 196537/234119.0 [01:17<00:17, 2110.71it/s]
 84%|████████▍ | 196780/234119.0 [01:17<00:17, 2141.81it/s]
 84%|████████▍ | 197046/234119.0 [01:17<00:16, 2278.35it/s]
 84%|████████▍ | 197312/234119.0 [01:17<00:15, 2381.46it/s]
 84%|████████▍ | 197577/234119.0 [01:17<00:14, 2456.58it/s]
 85%|████████▍ | 197841/234119.0 [01:17<00:14, 2507.52it/s]
 85%|████████▍ | 198103/234119.0 [01:17<00:14, 2538.27it/s]
 85%|████████▍ | 198362/234119.0 [01:17<00:14, 2537.14it/s]
 85%|████████▍ | 198624/234119.0 [01:17<00:13, 2560.57it/s]
 85%|████████▍ | 198886/234119.0 [01:18<00:13, 2576.29it/s]
 85%|████████▌ | 199150/234119.0 [01:18<00:13, 2593.13it/s]
 85%|████████▌ | 199411/234119.0 [01:18<00:14, 2478.78it/s]
 85%|████████▌ | 199674/234119.0 [01:18<00:13, 2520.80it/s]
 85%|████████▌ | 199937/234119.0 [01:18<00:13, 2552.20it/s]
 86%|████████▌ | 200202/234119.0 [01:18<00:13, 2579.34it/s]
 86%|████████▌ | 200467/234119.0 [01:18<00:12, 2599.20it/s]
 86%|████████▌ | 200733/234119.0 [01:18<00:12, 2614.83it/s]
 86%|████████▌ | 200997/234119.0 [01:18<00:12, 2621.51it/s]
 86%|████████▌ | 201261/234119.0 [01:18<00:12, 2624.87it/s]
 86%|████████▌ | 201524/234119.0 [01:19<00:12, 2601.47it/s]
 86%|████████▌ | 201786/234119.0 [01:19<00:12, 2606.75it/s]
 86%|████████▋ | 202047/234119.0 [01:19<00:13, 2464.51it/s]
 86%|████████▋ | 202310/234119.0 [01:19<00:12, 2510.64it/s]
 87%|████████▋ | 202571/234119.0 [01:19<00:12, 2539.16it/s]
 87%|████████▋ | 202836/234119.0 [01:19<00:12, 2570.30it/s]
 87%|████████▋ | 203102/234119.0 [01:19<00:11, 2594.86it/s]
 87%|████████▋ | 203365/234119.0 [01:19<00:11, 2603.39it/s]
 87%|████████▋ | 203630/234119.0 [01:19<00:11, 2615.87it/s]
 87%|████████▋ | 203893/234119.0 [01:19<00:11, 2617.26it/s]
 87%|████████▋ | 204159/234119.0 [01:20<00:11, 2629.12it/s]
 87%|████████▋ | 204423/234119.0 [01:20<00:11, 2630.73it/s]
 87%|████████▋ | 204687/234119.0 [01:20<00:11, 2501.58it/s]
 88%|████████▊ | 204949/234119.0 [01:20<00:11, 2534.86it/s]
 88%|████████▊ | 205211/234119.0 [01:20<00:11, 2559.01it/s]
 88%|████████▊ | 205468/234119.0 [01:20<00:11, 2553.40it/s]
 88%|████████▊ | 205728/234119.0 [01:20<00:11, 2564.26it/s]
 88%|████████▊ | 205990/234119.0 [01:20<00:10, 2578.30it/s]
 88%|████████▊ | 206253/234119.0 [01:20<00:10, 2591.08it/s]
 88%|████████▊ | 206516/234119.0 [01:20<00:10, 2602.08it/s]
 88%|████████▊ | 206779/234119.0 [01:21<00:10, 2609.18it/s]
 88%|████████▊ | 207043/234119.0 [01:21<00:10, 2616.64it/s]
 89%|████████▊ | 207305/234119.0 [01:21<00:10, 2493.54it/s]
 89%|████████▊ | 207568/234119.0 [01:21<00:10, 2532.70it/s]
 89%|████████▉ | 207832/234119.0 [01:21<00:10, 2561.79it/s]
 89%|████████▉ | 208094/234119.0 [01:21<00:10, 2577.91it/s]
 89%|████████▉ | 208356/234119.0 [01:21<00:09, 2590.19it/s]
 89%|████████▉ | 208618/234119.0 [01:21<00:09, 2596.59it/s]
 89%|████████▉ | 208878/234119.0 [01:21<00:09, 2577.47it/s]
 89%|████████▉ | 209139/234119.0 [01:22<00:09, 2587.01it/s]
 89%|████████▉ | 209401/234119.0 [01:22<00:09, 2595.53it/s]
 90%|████████▉ | 209664/234119.0 [01:22<00:09, 2604.25it/s]
 90%|████████▉ | 209925/234119.0 [01:22<00:09, 2483.01it/s]
 90%|████████▉ | 210188/234119.0 [01:22<00:09, 2524.98it/s]
 90%|████████▉ | 210449/234119.0 [01:22<00:09, 2547.55it/s]
 90%|█████████ | 210713/234119.0 [01:22<00:09, 2572.69it/s]
 90%|█████████ | 210971/234119.0 [01:22<00:09, 2562.03it/s]
 90%|█████████ | 211234/234119.0 [01:22<00:08, 2581.22it/s]
 90%|█████████ | 211496/234119.0 [01:22<00:08, 2591.98it/s]
 90%|█████████ | 211758/234119.0 [01:23<00:08, 2600.00it/s]
 91%|█████████ | 212019/234119.0 [01:23<00:08, 2582.17it/s]
 91%|█████████ | 212279/234119.0 [01:23<00:08, 2584.58it/s]
 91%|█████████ | 212538/234119.0 [01:23<00:08, 2466.38it/s]
 91%|█████████ | 212800/234119.0 [01:23<00:08, 2509.25it/s]
 91%|█████████ | 213063/234119.0 [01:23<00:08, 2542.21it/s]
 91%|█████████ | 213327/234119.0 [01:23<00:08, 2569.77it/s]
 91%|█████████ | 213589/234119.0 [01:23<00:07, 2583.66it/s]
 91%|█████████▏| 213850/234119.0 [01:23<00:07, 2589.73it/s]
 91%|█████████▏| 214112/234119.0 [01:23<00:07, 2597.15it/s]
 92%|█████████▏| 214375/234119.0 [01:24<00:07, 2604.23it/s]
 92%|█████████▏| 214637/234119.0 [01:24<00:07, 2606.71it/s]
 92%|█████████▏| 214898/234119.0 [01:24<00:07, 2607.43it/s]
 92%|█████████▏| 215159/234119.0 [01:24<00:07, 2459.39it/s]
 92%|█████████▏| 215421/234119.0 [01:24<00:07, 2503.07it/s]
 92%|█████████▏| 215684/234119.0 [01:24<00:07, 2537.20it/s]
 92%|█████████▏| 215947/234119.0 [01:24<00:07, 2562.32it/s]
 92%|█████████▏| 216210/234119.0 [01:24<00:06, 2579.84it/s]
 92%|█████████▏| 216472/234119.0 [01:24<00:06, 2588.91it/s]
 93%|█████████▎| 216736/234119.0 [01:24<00:06, 2601.92it/s]
 93%|█████████▎| 216999/234119.0 [01:25<00:06, 2609.28it/s]
 93%|█████████▎| 217261/234119.0 [01:25<00:06, 2610.77it/s]
 93%|█████████▎| 217523/234119.0 [01:25<00:06, 2612.98it/s]
 93%|█████████▎| 217785/234119.0 [01:25<00:06, 2457.31it/s]
 93%|█████████▎| 218046/234119.0 [01:25<00:06, 2499.67it/s]
 93%|█████████▎| 218308/234119.0 [01:25<00:06, 2533.38it/s]
 93%|█████████▎| 218571/234119.0 [01:25<00:06, 2560.15it/s]
 93%|█████████▎| 218833/234119.0 [01:25<00:05, 2575.05it/s]
 94%|█████████▎| 219094/234119.0 [01:25<00:05, 2585.06it/s]
 94%|█████████▎| 219354/234119.0 [01:26<00:05, 2588.41it/s]
 94%|█████████▍| 219614/234119.0 [01:26<00:05, 2588.78it/s]
 94%|█████████▍| 219874/234119.0 [01:26<00:05, 2590.21it/s]
 94%|█████████▍| 220136/234119.0 [01:26<00:05, 2596.78it/s]
 94%|█████████▍| 220396/234119.0 [01:26<00:05, 2473.88it/s]
 94%|█████████▍| 220647/234119.0 [01:26<00:05, 2483.94it/s]
 94%|█████████▍| 220908/234119.0 [01:26<00:05, 2520.34it/s]
 94%|█████████▍| 221170/234119.0 [01:26<00:05, 2549.56it/s]
 95%|█████████▍| 221433/234119.0 [01:26<00:04, 2570.96it/s]
 95%|█████████▍| 221694/234119.0 [01:26<00:04, 2582.55it/s]
 95%|█████████▍| 221957/234119.0 [01:27<00:04, 2595.18it/s]
 95%|█████████▍| 222220/234119.0 [01:27<00:04, 2603.72it/s]
 95%|█████████▌| 222483/234119.0 [01:27<00:04, 2609.43it/s]
 95%|█████████▌| 222745/234119.0 [01:27<00:04, 2607.94it/s]
 95%|█████████▌| 223006/234119.0 [01:27<00:04, 2454.85it/s]
 95%|█████████▌| 223267/234119.0 [01:27<00:04, 2498.52it/s]
 95%|█████████▌| 223530/234119.0 [01:27<00:04, 2534.75it/s]
 96%|█████████▌| 223793/234119.0 [01:27<00:04, 2559.87it/s]
 96%|█████████▌| 224054/234119.0 [01:27<00:03, 2573.02it/s]
 96%|█████████▌| 224316/234119.0 [01:27<00:03, 2586.39it/s]
 96%|█████████▌| 224576/234119.0 [01:28<00:03, 2589.79it/s]
 96%|█████████▌| 224838/234119.0 [01:28<00:03, 2596.13it/s]
 96%|█████████▌| 225100/234119.0 [01:28<00:03, 2600.88it/s]
 96%|█████████▋| 225361/234119.0 [01:28<00:03, 2448.40it/s]
 96%|█████████▋| 225622/234119.0 [01:28<00:03, 2494.56it/s]
 96%|█████████▋| 225885/234119.0 [01:28<00:03, 2533.30it/s]
 97%|█████████▋| 226148/234119.0 [01:28<00:03, 2560.91it/s]
 97%|█████████▋| 226406/234119.0 [01:28<00:03, 2551.23it/s]
 97%|█████████▋| 226668/234119.0 [01:28<00:02, 2570.53it/s]
 97%|█████████▋| 226926/234119.0 [01:28<00:02, 2560.51it/s]
 97%|█████████▋| 227183/234119.0 [01:29<00:02, 2542.19it/s]
 97%|█████████▋| 227446/234119.0 [01:29<00:02, 2565.84it/s]
 97%|█████████▋| 227707/234119.0 [01:29<00:02, 2577.80it/s]
 97%|█████████▋| 227965/234119.0 [01:29<00:02, 2461.63it/s]
 97%|█████████▋| 228225/234119.0 [01:29<00:02, 2500.68it/s]
 98%|█████████▊| 228488/234119.0 [01:29<00:02, 2536.61it/s]
 98%|█████████▊| 228743/234119.0 [01:29<00:02, 2529.19it/s]
 98%|█████████▊| 229004/234119.0 [01:29<00:02, 2552.98it/s]
 98%|█████████▊| 229266/234119.0 [01:29<00:01, 2571.15it/s]
 98%|█████████▊| 229529/234119.0 [01:29<00:01, 2586.87it/s]
 98%|█████████▊| 229791/234119.0 [01:30<00:01, 2594.87it/s]
 98%|█████████▊| 230053/234119.0 [01:30<00:01, 2601.63it/s]
 98%|█████████▊| 230314/234119.0 [01:30<00:01, 2569.34it/s]
 98%|█████████▊| 230572/234119.0 [01:30<00:01, 2458.04it/s]
 99%|█████████▊| 230835/234119.0 [01:30<00:01, 2506.76it/s]
 99%|█████████▊| 231098/234119.0 [01:30<00:01, 2541.70it/s]
 99%|█████████▉| 231353/234119.0 [01:30<00:01, 2523.18it/s]
 99%|█████████▉| 231614/234119.0 [01:30<00:00, 2546.75it/s]
 99%|█████████▉| 231876/234119.0 [01:30<00:00, 2566.30it/s]
 99%|█████████▉| 232137/234119.0 [01:31<00:00, 2576.99it/s]
 99%|█████████▉| 232395/234119.0 [01:31<00:00, 2548.14it/s]
 99%|█████████▉| 232655/234119.0 [01:31<00:00, 2561.32it/s]
 99%|█████████▉| 232915/234119.0 [01:31<00:00, 2572.39it/s]
100%|█████████▉| 233173/234119.0 [01:31<00:00, 2452.98it/s]
100%|█████████▉| 233421/234119.0 [01:31<00:00, 2458.31it/s]
100%|█████████▉| 233683/234119.0 [01:31<00:00, 2504.03it/s]
100%|█████████▉| 233935/234119.0 [01:31<00:00, 2493.11it/s]
100%|██████████| 234119/234119.0 [01:31<00:00, 2546.78it/s]

0it [00:00, ?it/s]
1it [00:00,  6.24it/s]
11it [00:00, 41.00it/s]
18it [00:00, 51.07it/s]
24it [00:00, 51.95it/s]
35it [00:00, 67.98it/s]
43it [00:00, 44.37it/s]
50it [00:01, 48.63it/s]
62it [00:01, 64.59it/s]
70it [00:01, 65.18it/s]
83it [00:01, 79.72it/s]
96it [00:01, 90.02it/s]
106it [00:01, 86.31it/s]
124it [00:01, 110.11it/s]
136it [00:01, 94.61it/s]
147it [00:02, 94.31it/s]
157it [00:02, 85.53it/s]
167it [00:02, 88.93it/s]
180it [00:02, 97.85it/s]
197it [00:02, 114.42it/s]
209it [00:02, 88.81it/s]
220it [00:02, 91.92it/s]
234it [00:02, 101.68it/s]
245it [00:03, 90.70it/s]
261it [00:03, 105.83it/s]
273it [00:03, 90.13it/s]
284it [00:03, 92.68it/s]
294it [00:03, 93.20it/s]
304it [00:03, 92.24it/s]
315it [00:03, 93.87it/s]
325it [00:03, 94.27it/s]
340it [00:03, 107.09it/s]
353it [00:04, 113.33it/s]
365it [00:04, 70.84it/s]
378it [00:04, 81.98it/s]
393it [00:04, 96.77it/s]
405it [00:04, 99.44it/s]
417it [00:04, 97.42it/s]
428it [00:05, 74.40it/s]
442it [00:05, 87.64it/s]
453it [00:05, 84.21it/s]
463it [00:05, 85.94it/s]
473it [00:05, 85.98it/s]
483it [00:05, 80.50it/s]
498it [00:05, 96.81it/s]
509it [00:05, 85.33it/s]
519it [00:06, 77.84it/s]
529it [00:06, 81.91it/s]
538it [00:06, 77.47it/s]
551it [00:06, 90.17it/s]
561it [00:06, 83.94it/s]
577it [00:06, 101.38it/s]
590it [00:06, 97.16it/s]
601it [00:07, 80.14it/s]
610it [00:07, 79.85it/s]
619it [00:07, 81.88it/s]
628it [00:07, 77.48it/s]
646it [00:07, 102.84it/s]
667it [00:07, 125.24it/s]
681it [00:07, 95.88it/s]
692it [00:08, 92.44it/s]
708it [00:08, 107.01it/s]
722it [00:08, 112.95it/s]
735it [00:08, 108.18it/s]
754it [00:08, 127.71it/s]
768it [00:08, 94.83it/s]
782it [00:08, 103.69it/s]
794it [00:08, 106.81it/s]
810it [00:09, 119.89it/s]
824it [00:09, 96.58it/s]
837it [00:09, 103.74it/s]
855it [00:09, 118.71it/s]
868it [00:09, 95.13it/s]
879it [00:09, 82.20it/s]
889it [00:10, 61.31it/s]
902it [00:10, 72.97it/s]
912it [00:10, 73.67it/s]
921it [00:10, 54.33it/s]
936it [00:10, 70.72it/s]
952it [00:10, 86.96it/s]
971it [00:10, 108.67it/s]
985it [00:11, 76.89it/s]
996it [00:11, 74.89it/s]
1007it [00:11, 81.34it/s]
1017it [00:11, 75.81it/s]
1028it [00:11, 82.33it/s]
1038it [00:11, 83.74it/s]
1048it [00:12, 73.55it/s]
1057it [00:12, 52.07it/s]
1064it [00:12, 54.52it/s]
1071it [00:12, 57.42it/s]
1083it [00:12, 71.07it/s]
1095it [00:12, 78.78it/s]
1104it [00:13, 62.11it/s]
1112it [00:13, 60.14it/s]
1124it [00:13, 72.28it/s]
1138it [00:13, 86.78it/s]
1152it [00:13, 96.61it/s]
1163it [00:13, 99.54it/s]
1181it [00:13, 110.09it/s]
1193it [00:14, 88.16it/s]
1211it [00:14, 107.66it/s]
1226it [00:14, 117.30it/s]
1240it [00:14, 119.37it/s]
1253it [00:14, 83.54it/s]
1275it [00:14, 110.82it/s]
1300it [00:14, 140.86it/s]
1317it [00:15, 96.86it/s]
1332it [00:15, 94.66it/s]
1345it [00:15, 94.61it/s]
1357it [00:15, 88.02it/s]
1368it [00:15, 84.57it/s]
1379it [00:15, 87.88it/s]
1389it [00:16, 69.11it/s]
1404it [00:16, 82.29it/s]
1417it [00:16, 84.72it/s]
1427it [00:16, 86.83it/s]
1437it [00:16, 70.80it/s]
1446it [00:16, 73.65it/s]
1455it [00:16, 68.59it/s]
1466it [00:17, 77.53it/s]
1475it [00:17, 80.06it/s]
1484it [00:17, 73.02it/s]
1493it [00:17, 70.53it/s]
1503it [00:17, 76.11it/s]
1515it [00:17, 85.50it/s]
1533it [00:17, 108.28it/s]
1545it [00:17, 96.35it/s]
1561it [00:18, 108.35it/s]
1573it [00:18, 87.03it/s]
1594it [00:18, 113.59it/s]
1612it [00:18, 128.62it/s]
1627it [00:18, 112.42it/s]
1645it [00:18, 127.82it/s]
1660it [00:18, 98.36it/s]
1672it [00:19, 102.82it/s]
1688it [00:19, 115.61it/s]
1702it [00:19, 114.32it/s]
1715it [00:19, 114.74it/s]
1728it [00:19, 97.16it/s]
1739it [00:19, 86.15it/s]
1749it [00:19, 89.20it/s]
1768it [00:19, 113.28it/s]
1789it [00:20, 137.00it/s]
1808it [00:20, 150.88it/s]
1825it [00:20, 149.27it/s]
1841it [00:20, 100.04it/s]
1854it [00:20, 102.90it/s]
1872it [00:20, 118.93it/s]
1887it [00:20, 125.15it/s]
1901it [00:21, 117.70it/s]
1914it [00:21, 109.54it/s]
1941it [00:21, 146.92it/s]
1957it [00:21, 131.63it/s]
1972it [00:21, 131.51it/s]
1986it [00:21, 115.16it/s]
1999it [00:21, 90.13it/s]
2010it [00:22, 94.08it/s]
2021it [00:22, 78.65it/s]
2031it [00:22, 73.95it/s]
2043it [00:22, 83.04it/s]
2062it [00:22, 106.87it/s]
2076it [00:22, 111.60it/s]
2089it [00:23, 73.29it/s]
2105it [00:23, 87.48it/s]
2124it [00:23, 106.96it/s]
2144it [00:23, 126.79it/s]
2161it [00:23, 135.41it/s]
2177it [00:23, 117.63it/s]
2191it [00:23, 109.18it/s]
2208it [00:23, 122.50it/s]
2226it [00:24, 135.03it/s]
2245it [00:24, 148.46it/s]
2261it [00:24, 127.95it/s]
2275it [00:24, 97.74it/s]
2292it [00:24, 112.23it/s]
2311it [00:24, 128.12it/s]
2326it [00:24, 100.98it/s]
2339it [00:25, 95.70it/s]
2360it [00:25, 119.41it/s]
2376it [00:25, 128.41it/s]
2391it [00:25, 116.23it/s]
2404it [00:25, 104.61it/s]
2416it [00:25, 89.16it/s]
2427it [00:25, 92.69it/s]
2448it [00:26, 118.82it/s]
2470it [00:26, 142.38it/s]
2488it [00:26, 150.21it/s]
2510it [00:26, 167.70it/s]
2528it [00:26, 161.47it/s]
2545it [00:26, 113.22it/s]
2562it [00:26, 120.80it/s]
2578it [00:26, 128.89it/s]
2594it [00:27, 135.77it/s]
2616it [00:27, 154.83it/s]
2635it [00:27, 162.30it/s]
2653it [00:27, 144.13it/s]
2669it [00:27, 131.92it/s]
2683it [00:27, 106.46it/s]
2695it [00:27, 105.51it/s]
2710it [00:28, 114.96it/s]
2723it [00:28, 94.83it/s]
2734it [00:28, 88.44it/s]
2747it [00:28, 96.25it/s]
2761it [00:28, 103.70it/s]
2773it [00:28, 68.33it/s]
2786it [00:29, 79.46it/s]
2801it [00:29, 93.80it/s]
2814it [00:29, 98.95it/s]
2826it [00:29, 87.34it/s]
2837it [00:29, 73.20it/s]
2854it [00:29, 92.27it/s]
2871it [00:29, 107.82it/s]
2893it [00:29, 131.79it/s]
2908it [00:30, 134.10it/s]
2923it [00:30, 127.95it/s]
2937it [00:30, 102.80it/s]
2955it [00:30, 119.31it/s]
2977it [00:30, 142.05it/s]
2999it [00:30, 161.35it/s]
3018it [00:30, 168.51it/s]
3040it [00:30, 180.49it/s]
3059it [00:31, 124.72it/s]
3079it [00:31, 140.62it/s]
3098it [00:31, 152.11it/s]
3120it [00:31, 169.03it/s]
3140it [00:31, 175.76it/s]
3159it [00:31, 169.17it/s]
3177it [00:31, 159.73it/s]
3194it [00:32, 138.87it/s]
3209it [00:32, 128.29it/s]
3229it [00:32, 143.89it/s]
3250it [00:32, 158.33it/s]
3268it [00:32, 162.34it/s]
3285it [00:32, 161.81it/s]
3302it [00:32, 153.73it/s]
3318it [00:32, 138.61it/s]
3333it [00:33, 110.22it/s]
3356it [00:33, 136.35it/s]
3379it [00:33, 158.13it/s]
3401it [00:33, 171.93it/s]
3424it [00:33, 184.52it/s]
3444it [00:33, 174.89it/s]
3463it [00:33, 159.10it/s]
3480it [00:33, 119.61it/s]
3503it [00:34, 141.92it/s]
3529it [00:34, 168.64it/s]
3552it [00:34, 183.53it/s]
3573it [00:34, 178.66it/s]
3598it [00:34, 194.28it/s]
3619it [00:34, 183.41it/s]
3639it [00:34, 181.67it/s]
3658it [00:35, 115.27it/s]
3675it [00:35, 123.60it/s]
3692it [00:35, 131.86it/s]
3708it [00:35, 95.65it/s]
3723it [00:35, 104.12it/s]
3737it [00:35, 109.93it/s]
3750it [00:36, 79.46it/s]
3764it [00:36, 90.13it/s]
3781it [00:36, 105.55it/s]
3800it [00:36, 123.98it/s]
3815it [00:36, 97.48it/s]
3828it [00:36, 83.04it/s]
3844it [00:36, 96.16it/s]
3867it [00:37, 121.35it/s]
3882it [00:37, 120.91it/s]
3900it [00:37, 134.13it/s]
3915it [00:37, 119.88it/s]
3929it [00:37, 100.72it/s]
3949it [00:37, 121.63it/s]
3971it [00:37, 143.41it/s]
3989it [00:37, 150.79it/s]
4007it [00:38, 155.68it/s]
4027it [00:38, 159.13it/s]
4044it [00:38, 152.54it/s]
4060it [00:38, 118.39it/s]
4077it [00:38, 129.36it/s]
4099it [00:38, 149.92it/s]
4121it [00:38, 167.07it/s]
4145it [00:38, 184.96it/s]
4166it [00:39, 190.52it/s]
4186it [00:39, 160.92it/s]
4204it [00:39, 160.65it/s]
4221it [00:39, 144.57it/s]
4237it [00:39, 139.66it/s]
4252it [00:39, 140.66it/s]
4273it [00:39, 155.85it/s]
4294it [00:39, 168.97it/s]
4316it [00:40, 182.61it/s]
4335it [00:40, 176.42it/s]
4353it [00:40, 161.27it/s]
4372it [00:40, 168.01it/s]
4390it [00:40, 128.46it/s]
4406it [00:40, 133.76it/s]
4432it [00:40, 162.45it/s]
4455it [00:40, 178.59it/s]
4478it [00:41, 192.20it/s]
4501it [00:41, 200.85it/s]
4522it [00:41, 139.18it/s]
4540it [00:41, 145.29it/s]
4560it [00:41, 155.60it/s]
4583it [00:41, 172.84it/s]
4606it [00:41, 187.35it/s]
4629it [00:41, 194.82it/s]
4654it [00:42, 206.55it/s]
4676it [00:42, 189.31it/s]
4696it [00:42, 131.00it/s]
4712it [00:42, 128.81it/s]
4727it [00:42, 127.52it/s]
4745it [00:42, 139.01it/s]
4762it [00:42, 144.59it/s]
4778it [00:43, 98.91it/s]
4796it [00:43, 114.33it/s]
4811it [00:43, 120.12it/s]
4825it [00:43, 121.30it/s]
4839it [00:43, 117.44it/s]
4852it [00:43, 82.35it/s]
4866it [00:44, 93.05it/s]
4887it [00:44, 118.18it/s]
4907it [00:44, 136.58it/s]
4923it [00:44, 133.31it/s]
4938it [00:44, 123.82it/s]
4952it [00:44, 110.07it/s]
4964it [00:44, 92.06it/s]
4981it [00:45, 106.54it/s]
4997it [00:45, 117.79it/s]
5012it [00:45, 125.54it/s]
5026it [00:45, 118.61it/s]
5039it [00:45, 114.48it/s]
5051it [00:45, 114.70it/s]
5063it [00:45, 89.71it/s]
5078it [00:45, 101.94it/s]
5094it [00:45, 114.90it/s]
5107it [00:46, 114.57it/s]
5120it [00:46, 112.32it/s]
5138it [00:46, 129.65it/s]
5157it [00:46, 145.04it/s]
5173it [00:46, 115.08it/s]
5190it [00:46, 127.31it/s]
5211it [00:46, 145.61it/s]
5231it [00:46, 158.34it/s]
5255it [00:47, 180.04it/s]
5274it [00:47, 174.64it/s]
5293it [00:47, 169.34it/s]
5311it [00:47, 159.50it/s]
5328it [00:47, 134.38it/s]
5343it [00:47, 136.15it/s]
5358it [00:47, 138.54it/s]
5382it [00:47, 164.85it/s]
5408it [00:48, 189.70it/s]
5431it [00:48, 197.28it/s]
5452it [00:48, 169.09it/s]
5472it [00:48, 173.77it/s]
5491it [00:48, 146.69it/s]
5509it [00:48, 154.08it/s]
5531it [00:48, 169.64it/s]
5556it [00:48, 190.28it/s]
5580it [00:48, 200.01it/s]
5601it [00:49, 197.76it/s]
5622it [00:49, 146.57it/s]
5639it [00:49, 150.80it/s]
5660it [00:49, 164.16it/s]
5686it [00:49, 185.42it/s]
5713it [00:49, 207.38it/s]
5739it [00:49, 219.86it/s]
5762it [00:49, 207.71it/s]
5784it [00:50, 126.84it/s]
5801it [00:50, 128.08it/s]
5817it [00:50, 131.35it/s]
5833it [00:50, 130.95it/s]
5848it [00:50, 95.63it/s]
5864it [00:51, 107.24it/s]
5880it [00:51, 117.31it/s]
5896it [00:51, 124.91it/s]
5911it [00:51, 112.80it/s]
5924it [00:51, 82.11it/s]
5943it [00:51, 101.75it/s]
5960it [00:51, 115.59it/s]
5977it [00:52, 127.19it/s]
5992it [00:52, 105.93it/s]
6005it [00:52, 70.95it/s]
6022it [00:52, 86.97it/s]
6040it [00:52, 104.59it/s]
6059it [00:52, 122.17it/s]
6077it [00:52, 135.43it/s]
6098it [00:53, 152.30it/s]
6116it [00:53, 133.27it/s]
6132it [00:53, 107.26it/s]
6152it [00:53, 125.30it/s]
6173it [00:53, 144.32it/s]
6191it [00:53, 152.33it/s]
6210it [00:53, 161.61it/s]
6228it [00:54, 141.78it/s]
6249it [00:54, 157.80it/s]
6271it [00:54, 172.90it/s]
6290it [00:54, 133.96it/s]
6307it [00:54, 141.34it/s]
6331it [00:54, 164.70it/s]
6353it [00:54, 178.85it/s]
6373it [00:54, 181.54it/s]
6394it [00:55, 188.23it/s]
6415it [00:55, 191.74it/s]
6441it [00:55, 208.11it/s]
6467it [00:55, 220.75it/s]
6491it [00:55, 224.58it/s]
6515it [00:55, 227.91it/s]
6542it [00:55, 235.43it/s]
6566it [00:55, 167.54it/s]
6586it [00:55, 173.20it/s]
6612it [00:56, 187.77it/s]
6635it [00:56, 194.78it/s]
6659it [00:56, 206.19it/s]
6681it [00:56, 194.28it/s]
6702it [00:56, 155.53it/s]
6721it [00:56, 163.08it/s]
6745it [00:56, 179.55it/s]
6770it [00:56, 195.02it/s]
6798it [00:57, 215.83it/s]
6823it [00:57, 224.46it/s]
6847it [00:57, 222.26it/s]
6870it [00:57, 214.53it/s]
6892it [00:57, 167.56it/s]
6911it [00:57, 168.69it/s]
6930it [00:57, 170.64it/s]
6952it [00:57, 182.59it/s]
6974it [00:58, 191.45it/s]
7000it [00:58, 205.33it/s]
7022it [00:58, 208.90it/s]
7044it [00:58, 196.39it/s]
7065it [00:58, 164.52it/s]
7083it [00:58, 146.82it/s]
7099it [00:58, 149.14it/s]
7117it [00:58, 154.68it/s]
7134it [00:59, 154.83it/s]
7150it [00:59, 116.07it/s]
7164it [00:59, 102.30it/s]
7176it [00:59, 104.89it/s]
7191it [00:59, 115.00it/s]
7210it [00:59, 132.86it/s]
7228it [00:59, 137.57it/s]
7243it [01:00, 109.50it/s]
7256it [01:00, 82.93it/s]
7272it [01:00, 97.43it/s]
7295it [01:00, 123.67it/s]
7312it [01:00, 131.18it/s]
7328it [01:00, 138.10it/s]
7344it [01:00, 131.27it/s]
7359it [01:01, 84.68it/s]
7382it [01:01, 110.79it/s]
7398it [01:01, 120.67it/s]
7416it [01:01, 133.73it/s]
7434it [01:01, 144.65it/s]
7451it [01:01, 138.46it/s]
7467it [01:01, 129.71it/s]
7482it [01:02, 103.66it/s]
7505it [01:02, 129.45it/s]
7525it [01:02, 145.03it/s]
7544it [01:02, 155.39it/s]
7564it [01:02, 166.42it/s]
7584it [01:02, 172.20it/s]
7603it [01:02, 144.77it/s]
7619it [01:02, 142.28it/s]
7635it [01:03, 127.34it/s]
7649it [01:03, 127.69it/s]
7667it [01:03, 140.01it/s]
7686it [01:03, 151.20it/s]
7703it [01:03, 155.86it/s]
7724it [01:03, 169.38it/s]
7742it [01:03, 158.07it/s]
7759it [01:03, 141.74it/s]
7790it [01:04, 183.57it/s]
7812it [01:04, 192.81it/s]
7837it [01:04, 206.78it/s]
7859it [01:04, 183.44it/s]
7879it [01:04, 151.95it/s]
7897it [01:04, 157.15it/s]
7921it [01:04, 176.03it/s]
7945it [01:04, 189.69it/s]
7965it [01:05, 169.34it/s]
7983it [01:05, 168.29it/s]
8001it [01:05, 152.13it/s]
8017it [01:05, 132.36it/s]
8038it [01:05, 149.58it/s]
8063it [01:05, 173.87it/s]
8085it [01:05, 185.68it/s]
8105it [01:05, 188.11it/s]
8125it [01:05, 190.18it/s]
8145it [01:06, 189.17it/s]
8167it [01:06, 193.64it/s]
8187it [01:06, 161.91it/s]
8211it [01:06, 181.51it/s]
8237it [01:06, 201.24it/s]
8263it [01:06, 215.69it/s]
8290it [01:06, 230.29it/s]
8314it [01:06, 222.28it/s]
8343it [01:06, 241.06it/s]
8368it [01:07, 198.50it/s]
8390it [01:07, 185.86it/s]
8410it [01:07, 179.49it/s]
8429it [01:07, 161.98it/s]
8448it [01:07, 168.40it/s]
8469it [01:07, 178.15it/s]
8488it [01:07, 133.15it/s]
8507it [01:08, 144.97it/s]
8528it [01:08, 159.76it/s]
8547it [01:08, 161.11it/s]
8565it [01:08, 124.99it/s]
8582it [01:08, 134.20it/s]
8603it [01:08, 151.48it/s]
8620it [01:08, 130.40it/s]
8635it [01:09, 117.03it/s]
8659it [01:09, 142.33it/s]
8681it [01:09, 160.29it/s]
8707it [01:09, 181.84it/s]
8727it [01:09, 136.23it/s]
8744it [01:09, 133.90it/s]
8768it [01:09, 156.21it/s]
8790it [01:09, 171.23it/s]
8811it [01:10, 179.03it/s]
8833it [01:10, 187.35it/s]
8853it [01:10, 190.68it/s]
8873it [01:10, 155.25it/s]
8898it [01:10, 175.63it/s]
8918it [01:10, 154.35it/s]
8940it [01:10, 168.07it/s]
8961it [01:10, 176.18it/s]
8980it [01:11, 177.81it/s]
9006it [01:11, 198.73it/s]
9027it [01:11, 200.40it/s]
9048it [01:11, 200.84it/s]
9069it [01:11, 137.66it/s]
9099it [01:11, 172.48it/s]
9124it [01:11, 190.08it/s]
9146it [01:11, 197.48it/s]
9168it [01:12, 198.27it/s]
9190it [01:12, 187.14it/s]
9210it [01:12, 166.84it/s]
9232it [01:12, 179.55it/s]
9253it [01:12, 183.81it/s]
9273it [01:12, 182.50it/s]
9296it [01:12, 191.52it/s]
9319it [01:12, 200.18it/s]
9340it [01:12, 194.34it/s]
9360it [01:13, 175.21it/s]
9378it [01:13, 152.61it/s]
9394it [01:13, 131.07it/s]
9416it [01:13, 150.90it/s]
9441it [01:13, 173.41it/s]
9462it [01:13, 181.82it/s]
9484it [01:13, 189.91it/s]
9506it [01:13, 195.41it/s]
9527it [01:14, 153.25it/s]
9545it [01:14, 154.63it/s]
9566it [01:14, 166.00it/s]
9589it [01:14, 182.22it/s]
9612it [01:14, 190.38it/s]
9632it [01:14, 173.21it/s]
9651it [01:14, 176.22it/s]
9678it [01:14, 200.15it/s]
9706it [01:15, 218.99it/s]
9730it [01:15, 223.67it/s]
9753it [01:15, 222.58it/s]
9779it [01:15, 231.29it/s]
9803it [01:15, 201.18it/s]
9824it [01:15, 189.16it/s]
9844it [01:15, 189.95it/s]
9864it [01:15, 189.30it/s]
9884it [01:15, 189.60it/s]
9904it [01:16, 154.13it/s]
9927it [01:16, 171.48it/s]
9952it [01:16, 187.76it/s]
9972it [01:16, 184.48it/s]
9992it [01:16, 157.68it/s]
10016it [01:16, 177.07it/s]
10043it [01:16, 198.67it/s]
10068it [01:16, 209.91it/s]
10090it [01:17, 193.28it/s]
10111it [01:17, 160.80it/s]
10134it [01:17, 175.08it/s]
10158it [01:17, 189.37it/s]
10179it [01:17, 191.95it/s]
10200it [01:17, 193.86it/s]
10220it [01:17, 159.32it/s]
10244it [01:18, 175.38it/s]
10266it [01:18, 184.89it/s]
10292it [01:18, 201.63it/s]
10318it [01:18, 214.29it/s]
10341it [01:18, 209.86it/s]
10363it [01:18, 165.91it/s]
10382it [01:18, 167.75it/s]
10406it [01:18, 185.22it/s]
10429it [01:18, 194.63it/s]
10454it [01:19, 206.81it/s]
10476it [01:19, 201.22it/s]
10497it [01:19, 187.68it/s]
10517it [01:19, 183.27it/s]
10540it [01:19, 195.52it/s]
10563it [01:19, 200.20it/s]
10584it [01:19, 182.51it/s]
10603it [01:19, 174.23it/s]
10625it [01:20, 185.61it/s]
10652it [01:20, 207.86it/s]
10675it [01:20, 213.76it/s]
10698it [01:20, 217.34it/s]
10721it [01:20, 190.23it/s]
10741it [01:20, 148.83it/s]
10765it [01:20, 168.20it/s]
10795it [01:20, 198.54it/s]
10820it [01:20, 210.58it/s]
10849it [01:21, 230.89it/s]
10874it [01:21, 232.39it/s]
10899it [01:21, 220.58it/s]
10922it [01:21, 200.46it/s]
10943it [01:21, 191.53it/s]
10967it [01:21, 203.65it/s]
10989it [01:21, 207.58it/s]
11011it [01:21, 210.16it/s]
11033it [01:21, 208.92it/s]
11055it [01:22, 204.81it/s]
11079it [01:22, 214.35it/s]
11102it [01:22, 217.40it/s]
11124it [01:22, 201.00it/s]
11145it [01:22, 162.05it/s]
11174it [01:22, 192.52it/s]
11206it [01:22, 223.06it/s]
11232it [01:22, 232.00it/s]
11257it [01:23, 228.36it/s]
11281it [01:23, 201.17it/s]
11303it [01:23, 188.54it/s]
11324it [01:23, 193.88it/s]
11345it [01:23, 184.35it/s]
11367it [01:23, 192.13it/s]
11390it [01:23, 199.77it/s]
11411it [01:23, 199.54it/s]
11432it [01:23, 198.92it/s]
11453it [01:24, 197.67it/s]
11473it [01:24, 167.34it/s]
11501it [01:24, 194.88it/s]
11525it [01:24, 206.30it/s]
11548it [01:24, 210.47it/s]
11570it [01:24, 191.86it/s]
11590it [01:24, 191.14it/s]
11614it [01:24, 202.27it/s]
11637it [01:25, 206.74it/s]
11660it [01:25, 210.56it/s]
11684it [01:25, 215.28it/s]
11710it [01:25, 225.37it/s]
11733it [01:25, 224.35it/s]
11756it [01:25, 206.40it/s]
11777it [01:25, 196.55it/s]
11797it [01:25, 178.40it/s]
11818it [01:25, 183.32it/s]
11838it [01:26, 184.48it/s]
11857it [01:26, 164.92it/s]
11874it [01:26, 153.63it/s]
11890it [01:26, 153.54it/s]
11909it [01:26, 161.18it/s]
11929it [01:26, 171.12it/s]
11948it [01:26, 176.21it/s]
11967it [01:26, 176.91it/s]
11985it [01:27, 140.13it/s]
12006it [01:27, 156.99it/s]
12027it [01:27, 169.01it/s]
12048it [01:27, 178.73it/s]
12076it [01:27, 205.65it/s]
12098it [01:27, 170.22it/s]
12117it [01:27, 161.27it/s]
12139it [01:27, 174.99it/s]
12163it [01:27, 191.71it/s]
12189it [01:28, 208.90it/s]
12211it [01:28, 211.25it/s]
12233it [01:28, 209.17it/s]
12255it [01:28, 193.48it/s]
12275it [01:28, 180.07it/s]
12301it [01:28, 198.34it/s]
12322it [01:28, 201.28it/s]
12344it [01:28, 201.99it/s]
12367it [01:28, 209.38it/s]
12390it [01:29, 211.23it/s]
12412it [01:29, 211.68it/s]
12438it [01:29, 224.27it/s]
12461it [01:29, 222.75it/s]
12484it [01:29, 222.13it/s]
12507it [01:29, 220.54it/s]
12530it [01:29, 196.08it/s]
12554it [01:29, 206.44it/s]
12583it [01:29, 228.52it/s]
12607it [01:30, 221.58it/s]
12631it [01:30, 226.46it/s]
12654it [01:30, 223.57it/s]
12677it [01:30, 217.81it/s]
12699it [01:30, 212.60it/s]
12722it [01:30, 216.59it/s]
12747it [01:30, 224.60it/s]
12770it [01:30, 218.36it/s]
12792it [01:30, 200.04it/s]
12813it [01:31, 199.63it/s]
12834it [01:31, 190.00it/s]
12854it [01:31, 177.56it/s]
12883it [01:31, 206.87it/s]
12911it [01:31, 226.77it/s]
12937it [01:31, 235.83it/s]
12964it [01:31, 242.92it/s]
12989it [01:31, 219.14it/s]
13012it [01:31, 219.16it/s]
13035it [01:32, 211.50it/s]
13058it [01:32, 214.27it/s]
13081it [01:32, 218.16it/s]
13104it [01:32, 219.10it/s]
13131it [01:32, 233.39it/s]
13155it [01:32, 227.32it/s]
13180it [01:32, 231.66it/s]
13204it [01:32, 205.27it/s]
13226it [01:32, 182.70it/s]
13250it [01:33, 196.76it/s]
13283it [01:33, 231.15it/s]
13312it [01:33, 245.70it/s]
13344it [01:33, 264.96it/s]
13372it [01:33, 265.14it/s]
13401it [01:33, 269.33it/s]
13429it [01:33, 263.19it/s]
13456it [01:33, 253.71it/s]
13482it [01:33, 245.78it/s]
13507it [01:34, 228.98it/s]
13531it [01:34, 228.18it/s]
13557it [01:34, 235.81it/s]
13582it [01:34, 238.23it/s]
13609it [01:34, 245.32it/s]
13634it [01:34, 235.22it/s]
13659it [01:34, 238.61it/s]
13683it [01:34, 237.14it/s]
13707it [01:34, 227.15it/s]
13730it [01:35, 185.41it/s]
13761it [01:35, 215.90it/s]
13787it [01:35, 227.21it/s]
13812it [01:35, 233.02it/s]
13842it [01:35, 250.68it/s]
13869it [01:35, 254.64it/s]
13896it [01:35, 254.53it/s]
13922it [01:35, 247.36it/s]
13954it [01:35, 267.27it/s]
13982it [01:36, 264.71it/s]
14012it [01:36, 270.51it/s]
14040it [01:36, 264.85it/s]
14067it [01:36, 251.16it/s]
14093it [01:36, 248.93it/s]
14119it [01:36, 232.65it/s]
14143it [01:36, 234.19it/s]
14167it [01:36, 226.81it/s]
14196it [01:36, 241.04it/s]
14221it [01:37, 235.89it/s]
14245it [01:37, 228.15it/s]
14268it [01:37, 223.50it/s]
14291it [01:37, 213.56it/s]
14313it [01:37, 177.83it/s]
14343it [01:37, 207.07it/s]
14373it [01:37, 229.27it/s]
14401it [01:37, 242.48it/s]
14427it [01:37, 246.01it/s]
14453it [01:38, 236.53it/s]
14478it [01:38, 235.23it/s]
14502it [01:38, 228.33it/s]
14527it [01:38, 231.19it/s]
14554it [01:38, 240.04it/s]
14583it [01:38, 253.44it/s]
14609it [01:38, 242.99it/s]
14634it [01:38, 228.49it/s]
14658it [01:38, 215.37it/s]
14680it [01:39, 185.70it/s]
14700it [01:39, 185.89it/s]
14720it [01:39, 176.55it/s]
14739it [01:39, 171.72it/s]
14757it [01:39, 157.36it/s]
14774it [01:39, 152.30it/s]
14796it [01:39, 168.17it/s]
14820it [01:39, 182.17it/s]
14839it [01:40, 181.12it/s]
14860it [01:40, 187.67it/s]
14879it [01:40, 187.33it/s]
14898it [01:40, 174.42it/s]
14920it [01:40, 183.20it/s]
14943it [01:40, 195.69it/s]
14969it [01:40, 212.81it/s]
14991it [01:40, 210.74it/s]
15013it [01:41, 181.42it/s]
15041it [01:41, 204.99it/s]
15072it [01:41, 231.88it/s]
15099it [01:41, 237.07it/s]
15124it [01:41, 235.00it/s]
15148it [01:41, 227.74it/s]
15172it [01:41, 195.00it/s]
15204it [01:41, 225.81it/s]
15234it [01:41, 243.89it/s]
15260it [01:42, 243.46it/s]
15286it [01:42, 232.02it/s]
15311it [01:42, 234.98it/s]
15335it [01:42, 215.36it/s]
15358it [01:42, 189.34it/s]
15390it [01:42, 221.09it/s]
15422it [01:42, 246.38it/s]
15452it [01:42, 259.75it/s]
15479it [01:42, 259.90it/s]
15506it [01:43, 250.11it/s]
15532it [01:43, 244.62it/s]
15558it [01:43, 248.19it/s]
15584it [01:43, 225.56it/s]
15608it [01:43, 210.77it/s]
15630it [01:43, 201.87it/s]
15662it [01:43, 232.41it/s]
15694it [01:43, 255.87it/s]
15721it [01:43, 258.20it/s]
15748it [01:44, 260.85it/s]
15778it [01:44, 268.09it/s]
15806it [01:44, 265.73it/s]
15833it [01:44, 265.58it/s]
15860it [01:44, 247.84it/s]
15886it [01:44, 234.30it/s]
15910it [01:44, 218.53it/s]
15936it [01:44, 228.84it/s]
15963it [01:44, 238.26it/s]
15988it [01:45, 233.90it/s]
16015it [01:45, 241.44it/s]
16042it [01:45, 249.37it/s]
16071it [01:45, 258.84it/s]
16098it [01:45, 250.75it/s]
16124it [01:45, 252.99it/s]
16150it [01:45, 211.10it/s]
16178it [01:45, 227.36it/s]
16210it [01:45, 251.45it/s]
16238it [01:46, 257.98it/s]
16266it [01:46, 262.19it/s]
16293it [01:46, 252.44it/s]
16321it [01:46, 258.34it/s]
16349it [01:46, 263.86it/s]
16376it [01:46, 263.07it/s]
16403it [01:46, 259.57it/s]
16430it [01:46, 259.92it/s]
16457it [01:46, 257.23it/s]
16483it [01:47, 214.68it/s]
16506it [01:47, 207.36it/s]
16530it [01:47, 213.60it/s]
16556it [01:47, 224.94it/s]
16585it [01:47, 241.60it/s]
16614it [01:47, 253.47it/s]
16641it [01:47, 258.05it/s]
16668it [01:47, 261.31it/s]
16695it [01:47, 261.99it/s]
16722it [01:48, 249.80it/s]
16751it [01:48, 258.85it/s]
16778it [01:48, 245.32it/s]
16803it [01:48, 244.82it/s]
16828it [01:48, 235.27it/s]
16853it [01:48, 238.25it/s]
16878it [01:48, 240.63it/s]
16903it [01:48, 239.35it/s]
16929it [01:48, 244.59it/s]
16956it [01:49, 251.39it/s]
16983it [01:49, 256.04it/s]
17009it [01:49, 253.23it/s]
17036it [01:49, 255.93it/s]
17064it [01:49, 259.34it/s]
17095it [01:49, 271.93it/s]
17123it [01:49, 273.65it/s]
17151it [01:49, 265.50it/s]
17178it [01:49, 261.55it/s]
17205it [01:49, 261.60it/s]
17232it [01:50, 254.45it/s]
17258it [01:50, 248.35it/s]
17283it [01:50, 245.19it/s]
17309it [01:50, 248.56it/s]
17334it [01:50, 245.72it/s]
17359it [01:50, 246.59it/s]
17385it [01:50, 248.09it/s]
17413it [01:50, 251.66it/s]
17439it [01:50, 250.30it/s]
17466it [01:51, 252.93it/s]
17497it [01:51, 268.65it/s]
17529it [01:51, 283.11it/s]
17558it [01:51, 282.26it/s]
17587it [01:51, 282.60it/s]
17616it [01:51, 260.20it/s]
17643it [01:51, 262.13it/s]
17670it [01:51, 261.70it/s]
17697it [01:51, 260.05it/s]
17724it [01:51, 261.03it/s]
17751it [01:52, 254.29it/s]
17779it [01:52, 260.30it/s]
17806it [01:52, 259.85it/s]
17834it [01:52, 265.67it/s]
17866it [01:52, 274.70it/s]
17899it [01:52, 288.07it/s]
17928it [01:52, 283.93it/s]
17957it [01:52, 259.43it/s]
17984it [01:52, 243.61it/s]
18009it [01:53, 241.78it/s]
18039it [01:53, 256.76it/s]
18068it [01:53, 262.88it/s]
18095it [01:53, 263.78it/s]
18122it [01:53, 252.08it/s]
18148it [01:53, 253.64it/s]
18174it [01:53, 244.13it/s]
18201it [01:53, 248.87it/s]
18227it [01:53, 247.24it/s]
18252it [01:54, 239.84it/s]
18283it [01:54, 258.52it/s]
18310it [01:54, 253.80it/s]
18339it [01:54, 261.69it/s]
18369it [01:54, 270.39it/s]
18400it [01:54, 274.99it/s]
18433it [01:54, 288.87it/s]
18462it [01:54, 288.95it/s]
18491it [01:54, 286.18it/s]
18520it [01:54, 281.24it/s]
18549it [01:55, 273.29it/s]
18577it [01:55, 261.70it/s]
18604it [01:55, 261.02it/s]
18632it [01:55, 264.03it/s]
18666it [01:55, 285.07it/s]
18698it [01:55, 294.28it/s]
18731it [01:55, 301.41it/s]
18762it [01:55, 298.16it/s]
18793it [01:55, 299.58it/s]
18827it [01:56, 309.56it/s]
18859it [01:56, 291.74it/s]
18889it [01:56, 288.54it/s]
18919it [01:56, 277.37it/s]
18947it [01:56, 267.48it/s]
18975it [01:56, 270.63it/s]
19003it [01:56, 265.32it/s]
19032it [01:56, 270.95it/s]
19060it [01:56, 273.04it/s]
19092it [01:57, 285.19it/s]
19127it [01:57, 303.70it/s]
19162it [01:57, 313.84it/s]
19194it [01:57, 304.94it/s]
19225it [01:57, 302.77it/s]
19260it [01:57, 314.89it/s]
19292it [01:57, 307.46it/s]
19323it [01:57, 307.97it/s]
19354it [01:57, 305.53it/s]
19391it [01:57, 322.20it/s]
19424it [01:58, 322.11it/s]
19457it [01:58, 312.99it/s]
19489it [01:58, 314.18it/s]
19524it [01:58, 321.11it/s]
19557it [01:58, 304.74it/s]
19588it [01:58, 293.82it/s]
19618it [01:58, 275.60it/s]
19646it [01:58, 273.89it/s]
19674it [01:58, 260.25it/s]
19701it [01:59, 259.66it/s]
19728it [01:59, 260.11it/s]
19755it [01:59, 259.10it/s]
19789it [01:59, 280.86it/s]
19823it [01:59, 294.29it/s]
19858it [01:59, 308.59it/s]
19897it [01:59, 328.70it/s]
19931it [01:59, 328.60it/s]
19964it [01:59, 318.52it/s]
20000it [01:59, 329.61it/s]
20034it [02:00, 327.99it/s]
20067it [02:00, 297.23it/s]
20098it [02:00, 279.44it/s]
20127it [02:00, 267.93it/s]
20155it [02:00, 269.85it/s]
20188it [02:00, 283.19it/s]
20223it [02:00, 298.79it/s]
20255it [02:00, 303.27it/s]
20291it [02:00, 318.87it/s]
20326it [02:01, 327.90it/s]
20359it [02:01, 326.51it/s]
20395it [02:01, 335.61it/s]
20429it [02:01, 327.06it/s]
20463it [02:01, 323.54it/s]
20496it [02:01, 308.13it/s]
20527it [02:01, 284.17it/s]
20556it [02:01, 271.73it/s]
20584it [02:01, 265.27it/s]
20612it [02:02, 268.03it/s]
20640it [02:02, 269.49it/s]
20668it [02:02, 254.99it/s]
20697it [02:02, 264.24it/s]
20724it [02:02, 262.98it/s]
20752it [02:02, 267.14it/s]
20781it [02:02, 271.78it/s]
20812it [02:02, 281.02it/s]
20846it [02:02, 291.37it/s]
20877it [02:03, 291.57it/s]
20907it [02:03, 273.28it/s]
20935it [02:03, 252.19it/s]
20967it [02:03, 268.61it/s]
20995it [02:03, 268.85it/s]
21023it [02:03, 266.36it/s]
21050it [02:03, 259.43it/s]
21077it [02:03, 258.65it/s]
21106it [02:03, 266.66it/s]
21133it [02:04, 265.32it/s]
21160it [02:04, 255.48it/s]
21187it [02:04, 256.81it/s]
21213it [02:04, 256.57it/s]
21239it [02:04, 248.72it/s]
21264it [02:04, 243.02it/s]
21289it [02:04, 240.14it/s]
21318it [02:04, 252.39it/s]
21345it [02:04, 254.74it/s]
21371it [02:04, 254.02it/s]
21397it [02:05, 234.79it/s]
21422it [02:05, 236.47it/s]
21448it [02:05, 240.07it/s]
21473it [02:05, 241.49it/s]
21500it [02:05, 248.93it/s]
21526it [02:05, 248.85it/s]
21551it [02:05, 247.75it/s]
21576it [02:05, 239.41it/s]
21605it [02:05, 252.46it/s]
21636it [02:06, 266.44it/s]
21663it [02:06, 260.23it/s]
21690it [02:06, 262.68it/s]
21717it [02:06, 260.90it/s]
21745it [02:06, 265.88it/s]
21775it [02:06, 273.63it/s]
21803it [02:06, 255.43it/s]
21829it [02:06, 244.94it/s]
21855it [02:06, 247.95it/s]
21880it [02:07, 247.86it/s]
21905it [02:07, 238.34it/s]
21932it [02:07, 244.83it/s]
21959it [02:07, 249.27it/s]
21985it [02:07, 238.75it/s]
22018it [02:07, 263.44it/s]
22050it [02:07, 278.23it/s]
22079it [02:07, 280.02it/s]
22110it [02:07, 285.10it/s]
22139it [02:07, 284.87it/s]
22169it [02:08, 289.09it/s]
22205it [02:08, 308.41it/s]
22236it [02:08, 298.53it/s]
22267it [02:08, 300.56it/s]
22298it [02:08, 287.95it/s]
22327it [02:08, 275.33it/s]
22357it [02:08, 281.99it/s]
22386it [02:08, 280.32it/s]
22415it [02:08, 267.54it/s]
22445it [02:09, 274.81it/s]
22473it [02:09, 258.74it/s]
22500it [02:09, 256.16it/s]
22526it [02:09, 244.31it/s]
22558it [02:09, 262.36it/s]
22592it [02:09, 280.40it/s]
22621it [02:09, 275.56it/s]
22653it [02:09, 287.33it/s]
22686it [02:09, 296.24it/s]
22718it [02:10, 299.39it/s]
22749it [02:10, 301.77it/s]
22781it [02:10, 305.86it/s]
22812it [02:10, 304.13it/s]
22843it [02:10, 304.43it/s]
22874it [02:10, 264.10it/s]
22902it [02:10, 264.09it/s]
22930it [02:10, 262.49it/s]
22957it [02:10, 256.43it/s]
22989it [02:11, 272.17it/s]
23019it [02:11, 278.96it/s]
23051it [02:11, 288.34it/s]
23081it [02:11, 287.68it/s]
23110it [02:11, 286.67it/s]
23143it [02:11, 296.39it/s]
23176it [02:11, 304.85it/s]
23209it [02:11, 311.07it/s]
23244it [02:11, 318.14it/s]
23277it [02:11, 317.49it/s]
23309it [02:12, 247.92it/s]
23337it [02:12, 239.23it/s]
23363it [02:12, 243.12it/s]
23394it [02:12, 259.57it/s]
23425it [02:12, 272.18it/s]
23454it [02:12, 269.75it/s]
23482it [02:12, 212.54it/s]
23509it [02:13, 223.82it/s]
23536it [02:13, 234.85it/s]
23564it [02:13, 246.06it/s]
23593it [02:13, 255.93it/s]
23621it [02:13, 260.33it/s]
23648it [02:13, 259.80it/s]
23675it [02:13, 259.89it/s]
23702it [02:13, 250.47it/s]
23728it [02:13, 250.95it/s]
23754it [02:13, 248.75it/s]
23782it [02:14, 255.92it/s]
23809it [02:14, 257.62it/s]
23841it [02:14, 275.35it/s]
23869it [02:14, 274.83it/s]
23897it [02:14, 261.78it/s]
23924it [02:14, 257.82it/s]
23950it [02:14, 258.32it/s]
23976it [02:14, 255.98it/s]
24004it [02:14, 261.79it/s]
24035it [02:14, 272.39it/s]
24065it [02:15, 279.06it/s]
24095it [02:15, 283.54it/s]
24129it [02:15, 298.46it/s]
24159it [02:15, 290.94it/s]
24189it [02:15, 280.44it/s]
24218it [02:15, 281.41it/s]
24247it [02:15, 277.38it/s]
24275it [02:15, 259.96it/s]
24302it [02:15, 254.38it/s]
24334it [02:16, 271.92it/s]
24362it [02:16, 263.30it/s]
24389it [02:16, 258.79it/s]
24416it [02:16, 252.41it/s]
24450it [02:16, 273.92it/s]
24484it [02:16, 289.16it/s]
24521it [02:16, 310.83it/s]
24557it [02:16, 322.81it/s]
24593it [02:16, 333.07it/s]
24632it [02:17, 349.28it/s]
24668it [02:17, 346.62it/s]
24703it [02:17, 339.89it/s]
24738it [02:17, 328.58it/s]
24771it [02:17, 315.44it/s]
24804it [02:17, 318.10it/s]
24841it [02:17, 330.25it/s]
24875it [02:17, 306.65it/s]
24907it [02:17, 292.24it/s]
24937it [02:18, 292.52it/s]
24967it [02:18, 288.51it/s]
25004it [02:18, 307.88it/s]
25039it [02:18, 318.51it/s]
25073it [02:18, 321.20it/s]
25106it [02:18, 319.76it/s]
25143it [02:18, 330.92it/s]
25177it [02:18, 331.03it/s]
25211it [02:18, 330.06it/s]
25245it [02:18, 322.79it/s]
25279it [02:19, 325.89it/s]
25312it [02:19, 313.51it/s]
25344it [02:19, 304.07it/s]
25375it [02:19, 298.02it/s]
25405it [02:19, 276.45it/s]
25433it [02:19, 260.91it/s]
25462it [02:19, 265.05it/s]
25489it [02:19, 246.20it/s]
25514it [02:19, 246.71it/s]
25545it [02:20, 263.87it/s]
25573it [02:20, 267.99it/s]
25602it [02:20, 273.69it/s]
25630it [02:20, 274.70it/s]
25662it [02:20, 286.23it/s]
25691it [02:20, 284.69it/s]
25720it [02:20, 272.85it/s]
25748it [02:20, 267.45it/s]
25777it [02:20, 271.07it/s]
25808it [02:21, 279.57it/s]
25837it [02:21, 282.42it/s]
25866it [02:21, 258.35it/s]
25893it [02:21, 258.12it/s]
25920it [02:21, 254.98it/s]
25947it [02:21, 257.83it/s]
25973it [02:21, 251.17it/s]
25999it [02:21, 248.56it/s]
26024it [02:21, 243.79it/s]
26049it [02:22, 231.89it/s]
26073it [02:22, 224.88it/s]
26102it [02:22, 242.15it/s]
26130it [02:22, 247.58it/s]
26159it [02:22, 256.64it/s]
26187it [02:22, 261.97it/s]
26214it [02:22, 251.30it/s]
26240it [02:22, 239.73it/s]
26265it [02:22, 235.64it/s]
26289it [02:23, 231.95it/s]
26314it [02:23, 235.78it/s]
26338it [02:23, 216.56it/s]
26360it [02:23, 216.24it/s]
26385it [02:23, 219.85it/s]
26411it [02:23, 230.89it/s]
26435it [02:23, 230.75it/s]
26462it [02:23, 241.21it/s]
26487it [02:23, 238.88it/s]
26517it [02:23, 255.66it/s]
26546it [02:24, 264.48it/s]
26574it [02:24, 268.40it/s]
26601it [02:24, 241.40it/s]
26626it [02:24, 241.65it/s]
26651it [02:24, 242.25it/s]
26676it [02:24, 235.65it/s]
26701it [02:24, 229.55it/s]
26725it [02:24, 223.72it/s]
26756it [02:24, 247.35it/s]
26783it [02:25, 249.97it/s]
26814it [02:25, 265.07it/s]
26845it [02:25, 277.25it/s]
26876it [02:25, 282.90it/s]
26905it [02:25, 276.63it/s]
26933it [02:25, 276.90it/s]
26964it [02:25, 283.48it/s]
26993it [02:25, 279.65it/s]
27025it [02:25, 285.80it/s]
27054it [02:26, 273.13it/s]
27083it [02:26, 277.17it/s]
27111it [02:26, 270.82it/s]
27143it [02:26, 284.26it/s]
27172it [02:26, 268.44it/s]
27200it [02:26, 266.42it/s]
27227it [02:26, 255.00it/s]
27253it [02:26, 256.21it/s]
27279it [02:26, 244.10it/s]
27304it [02:27, 242.12it/s]
27329it [02:27, 230.55it/s]
27353it [02:27, 215.09it/s]
27384it [02:27, 238.76it/s]
27417it [02:27, 262.48it/s]
27449it [02:27, 276.66it/s]
27480it [02:27, 283.21it/s]
27509it [02:27, 275.82it/s]
27539it [02:27, 280.20it/s]
27569it [02:27, 283.18it/s]
27598it [02:28, 263.64it/s]
27625it [02:28, 227.44it/s]
27649it [02:28, 224.60it/s]
27673it [02:28, 227.69it/s]
27697it [02:28, 218.86it/s]
27720it [02:28, 220.28it/s]
27749it [02:28, 239.31it/s]
27778it [02:28, 252.76it/s]
27804it [02:29, 254.42it/s]
27830it [02:29, 247.18it/s]
27857it [02:29, 252.69it/s]
27886it [02:29, 261.31it/s]
27916it [02:29, 271.41it/s]
27944it [02:29, 214.60it/s]
27968it [02:29, 174.70it/s]
27995it [02:29, 194.56it/s]
28020it [02:30, 206.62it/s]
28043it [02:30, 170.19it/s]
28064it [02:30, 176.20it/s]
28093it [02:30, 202.32it/s]
28118it [02:30, 212.87it/s]
28144it [02:30, 224.47it/s]
28170it [02:30, 231.79it/s]
28196it [02:30, 238.14it/s]
28224it [02:30, 249.27it/s]
28254it [02:31, 263.02it/s]
28281it [02:31, 262.02it/s]
28310it [02:31, 269.92it/s]
28338it [02:31, 264.11it/s]
28366it [02:31, 266.89it/s]
28395it [02:31, 272.82it/s]
28423it [02:31, 272.89it/s]
28453it [02:31, 280.24it/s]
28482it [02:31, 265.61it/s]
28509it [02:32, 261.96it/s]
28538it [02:32, 268.36it/s]
28565it [02:32, 261.00it/s]
28592it [02:32, 258.30it/s]
28618it [02:32, 251.96it/s]
28646it [02:32, 258.75it/s]
28676it [02:32, 269.01it/s]
28707it [02:32, 280.21it/s]
28736it [02:32, 282.25it/s]
28765it [02:32, 276.58it/s]
28793it [02:33, 275.63it/s]
28823it [02:33, 281.43it/s]
28852it [02:33, 275.07it/s]
28881it [02:33, 277.28it/s]
28909it [02:33, 263.69it/s]
28936it [02:33, 264.33it/s]
28963it [02:33, 253.98it/s]
28992it [02:33, 262.57it/s]
29022it [02:33, 269.05it/s]
29051it [02:34, 274.72it/s]
29082it [02:34, 283.61it/s]
29111it [02:34, 280.53it/s]
29140it [02:34, 266.86it/s]
29167it [02:34, 252.56it/s]
29194it [02:34, 254.77it/s]
29220it [02:34, 255.84it/s]
29250it [02:34, 267.10it/s]
29284it [02:34, 285.93it/s]
29314it [02:34, 286.69it/s]
29343it [02:35, 279.28it/s]
29372it [02:35, 272.60it/s]
29400it [02:35, 272.32it/s]
29428it [02:35, 266.57it/s]
29459it [02:35, 275.89it/s]
29487it [02:35, 268.62it/s]
29517it [02:35, 274.27it/s]
29545it [02:35, 270.66it/s]
29573it [02:35, 262.64it/s]
29600it [02:36, 256.88it/s]
29626it [02:36, 246.45it/s]
29657it [02:36, 263.46it/s]
29684it [02:36, 262.90it/s]
29712it [02:36, 266.28it/s]
29742it [02:36, 272.69it/s]
29770it [02:36, 266.31it/s]
29805it [02:36, 289.07it/s]
29836it [02:36, 290.21it/s]
29866it [02:37, 284.45it/s]
29901it [02:37, 300.23it/s]
29932it [02:37, 292.00it/s]
29969it [02:37, 312.54it/s]
30002it [02:37, 317.38it/s]
30035it [02:37, 320.68it/s]
30068it [02:37, 315.50it/s]
30100it [02:37, 307.93it/s]
30132it [02:37, 309.76it/s]
30164it [02:37, 300.60it/s]
30195it [02:38, 300.25it/s]
30226it [02:38, 301.48it/s]
30257it [02:38, 278.35it/s]
30286it [02:38, 273.02it/s]
30314it [02:38, 270.37it/s]
30342it [02:38, 262.24it/s]
30371it [02:38, 268.86it/s]
30403it [02:38, 281.85it/s]
30435it [02:38, 290.07it/s]
30465it [02:39, 281.82it/s]
30495it [02:39, 284.79it/s]
30531it [02:39, 305.39it/s]
30565it [02:39, 313.96it/s]
30597it [02:39, 301.74it/s]
30628it [02:39, 292.85it/s]
30658it [02:39, 292.84it/s]
30693it [02:39, 308.93it/s]
30727it [02:39, 315.55it/s]
30763it [02:40, 326.45it/s]
30796it [02:40, 325.28it/s]
30829it [02:40, 326.49it/s]
30862it [02:40, 321.51it/s]
30895it [02:40, 306.62it/s]
30926it [02:40, 294.18it/s]
30956it [02:40, 293.33it/s]
30986it [02:40, 294.31it/s]
31017it [02:40, 292.07it/s]
31048it [02:40, 297.16it/s]
31080it [02:41, 300.10it/s]
31111it [02:41, 291.17it/s]
31141it [02:41, 267.08it/s]
31169it [02:41, 265.53it/s]
31196it [02:41, 261.43it/s]
31223it [02:41, 255.85it/s]
31253it [02:41, 266.00it/s]
31280it [02:41, 259.41it/s]
31307it [02:41, 258.45it/s]
31338it [02:42, 272.75it/s]
31367it [02:42, 275.68it/s]
31402it [02:42, 295.10it/s]
31432it [02:42, 291.89it/s]
31462it [02:42, 283.84it/s]
31491it [02:42, 281.87it/s]
31524it [02:42, 294.99it/s]
31555it [02:42, 298.63it/s]
31585it [02:42, 298.00it/s]
31615it [02:42, 293.90it/s]
31645it [02:43, 286.39it/s]
31676it [02:43, 290.43it/s]
31706it [02:43, 280.30it/s]
31735it [02:43, 269.88it/s]
31763it [02:43, 259.00it/s]
31790it [02:43, 247.57it/s]
31818it [02:43, 255.42it/s]
31844it [02:43, 253.09it/s]
31870it [02:44, 239.31it/s]
31895it [02:44, 222.22it/s]
31919it [02:44, 224.60it/s]
31943it [02:44, 228.18it/s]
31969it [02:44, 235.48it/s]
31999it [02:44, 253.50it/s]
32027it [02:44, 259.53it/s]
32055it [02:44, 265.41it/s]
32082it [02:44, 264.92it/s]
32109it [02:44, 259.32it/s]
32136it [02:45, 255.93it/s]
32162it [02:45, 250.59it/s]
32188it [02:45, 250.50it/s]
32214it [02:45, 236.78it/s]
32238it [02:45, 214.89it/s]
32261it [02:45, 218.50it/s]
32287it [02:45, 227.89it/s]
32312it [02:45, 232.98it/s]
32336it [02:45, 232.02it/s]
32360it [02:46, 232.92it/s]
32384it [02:46, 229.50it/s]
32408it [02:46, 226.97it/s]
32434it [02:46, 236.03it/s]
32462it [02:46, 248.61it/s]
32490it [02:46, 256.57it/s]
32516it [02:46, 233.66it/s]
32540it [02:46, 222.86it/s]
32564it [02:46, 226.49it/s]
32587it [02:47, 217.31it/s]
32609it [02:47, 210.93it/s]
32631it [02:47, 195.91it/s]
32661it [02:47, 222.86it/s]
32688it [02:47, 232.83it/s]
32719it [02:47, 254.14it/s]
32748it [02:47, 263.88it/s]
32779it [02:47, 274.91it/s]
32808it [02:47, 275.63it/s]
32836it [02:48, 276.24it/s]
32864it [02:48, 274.10it/s]
32892it [02:48, 272.60it/s]
32921it [02:48, 261.05it/s]
32948it [02:48, 241.46it/s]
32973it [02:48, 230.95it/s]
32997it [02:48, 229.52it/s]
33021it [02:48, 231.31it/s]
33045it [02:48, 223.78it/s]
33068it [02:49, 204.88it/s]
33094it [02:49, 218.05it/s]
33121it [02:49, 231.23it/s]
33150it [02:49, 247.11it/s]
33180it [02:49, 260.65it/s]
33210it [02:49, 271.98it/s]
33238it [02:49, 242.76it/s]
33264it [02:49, 209.15it/s]
33287it [02:49, 208.59it/s]
33315it [02:50, 221.51it/s]
33338it [02:50, 210.61it/s]
33360it [02:50, 201.81it/s]
33390it [02:50, 225.74it/s]
33414it [02:50, 226.75it/s]
33438it [02:50, 190.24it/s]
33459it [02:50, 165.40it/s]
33477it [02:51, 143.69it/s]
33501it [02:51, 163.64it/s]
33519it [02:51, 112.12it/s]
33534it [02:51, 104.92it/s]
33547it [02:51, 98.55it/s]
33571it [02:51, 125.72it/s]
33593it [02:52, 145.40it/s]
33619it [02:52, 172.12it/s]
33642it [02:52, 186.21it/s]
33664it [02:52, 193.08it/s]
33688it [02:52, 200.94it/s]
33711it [02:52, 205.80it/s]
33736it [02:52, 217.16it/s]
33762it [02:52, 228.85it/s]
33787it [02:52, 233.42it/s]
33815it [02:52, 246.28it/s]
33845it [02:53, 261.14it/s]
33873it [02:53, 265.87it/s]
33902it [02:53, 267.89it/s]
33929it [02:53, 258.43it/s]
33955it [02:53, 246.88it/s]
33980it [02:53, 236.78it/s]
34008it [02:53, 247.51it/s]
34033it [02:53, 245.14it/s]
34061it [02:53, 254.13it/s]
34087it [02:54, 255.05it/s]
34116it [02:54, 262.99it/s]
34144it [02:54, 266.98it/s]
34172it [02:54, 269.61it/s]
34201it [02:54, 275.56it/s]
34229it [02:54, 266.09it/s]
34258it [02:54, 268.60it/s]
34285it [02:54, 263.80it/s]
34312it [02:54, 264.36it/s]
34339it [02:54, 256.30it/s]
34365it [02:55, 245.10it/s]
34390it [02:55, 243.76it/s]
34415it [02:55, 245.16it/s]
34443it [02:55, 255.09it/s]
34473it [02:55, 266.55it/s]
34500it [02:55, 264.58it/s]
34531it [02:55, 273.64it/s]
34563it [02:55, 286.06it/s]
34593it [02:55, 288.27it/s]
34623it [02:56, 289.79it/s]
34653it [02:56, 259.09it/s]
34680it [02:56, 261.65it/s]
34707it [02:56, 259.99it/s]
34737it [02:56, 265.15it/s]
34764it [02:56, 258.97it/s]
34791it [02:56, 256.62it/s]
34820it [02:56, 265.98it/s]
34847it [02:56, 260.66it/s]
34878it [02:56, 271.96it/s]
34908it [02:57, 278.34it/s]
34936it [02:57, 272.39it/s]
34964it [02:57, 268.81it/s]
34994it [02:57, 274.64it/s]
35022it [02:57, 263.03it/s]
35049it [02:57, 255.26it/s]
35079it [02:57, 266.40it/s]
35109it [02:57, 274.18it/s]
35140it [02:57, 283.09it/s]
35169it [02:58, 275.01it/s]
35197it [02:58, 267.43it/s]
35225it [02:58, 268.09it/s]
35252it [02:58, 256.30it/s]
35280it [02:58, 262.93it/s]
35308it [02:58, 266.44it/s]
35341it [02:58, 282.94it/s]
35372it [02:58, 288.83it/s]
35401it [02:58, 283.43it/s]
35431it [02:59, 286.50it/s]
35460it [02:59, 268.21it/s]
35488it [02:59, 270.12it/s]
35519it [02:59, 277.75it/s]
35547it [02:59, 270.06it/s]
35575it [02:59, 261.68it/s]
35606it [02:59, 272.34it/s]
35634it [02:59, 271.64it/s]
35663it [02:59, 276.02it/s]
35693it [02:59, 280.25it/s]
35722it [03:00, 279.05it/s]
35750it [03:00, 273.73it/s]
35783it [03:00, 287.68it/s]
35812it [03:00, 272.59it/s]
35840it [03:00, 261.69it/s]
35867it [03:00, 258.13it/s]
35897it [03:00, 268.50it/s]
35926it [03:00, 273.14it/s]
35955it [03:00, 275.36it/s]
35983it [03:01, 268.58it/s]
36012it [03:01, 271.34it/s]
36041it [03:01, 272.64it/s]
36071it [03:01, 277.33it/s]
36099it [03:01, 274.85it/s]
36129it [03:01, 280.50it/s]
36158it [03:01, 280.67it/s]
36187it [03:01, 279.46it/s]
36221it [03:01, 296.78it/s]
36251it [03:01, 290.57it/s]
36281it [03:02, 293.18it/s]
36314it [03:02, 300.11it/s]
36345it [03:02, 278.85it/s]
36377it [03:02, 286.92it/s]
36411it [03:02, 299.78it/s]
36444it [03:02, 306.70it/s]
36475it [03:02, 305.23it/s]
36506it [03:02, 304.25it/s]
36539it [03:02, 311.41it/s]
36571it [03:03, 307.77it/s]
36602it [03:03, 305.00it/s]
36633it [03:03, 290.28it/s]
36663it [03:03, 271.00it/s]
36691it [03:03, 254.34it/s]
36717it [03:03, 252.99it/s]
36744it [03:03, 252.94it/s]
36770it [03:03, 247.28it/s]
36806it [03:03, 273.14it/s]
36834it [03:04, 274.39it/s]
36865it [03:04, 282.14it/s]
36896it [03:04, 289.47it/s]
36931it [03:04, 306.54it/s]
36962it [03:04, 305.68it/s]
36993it [03:04, 295.61it/s]
37023it [03:04, 293.05it/s]
37053it [03:04, 283.92it/s]
37082it [03:04, 271.48it/s]
37115it [03:05, 285.50it/s]
37149it [03:05, 298.12it/s]
37179it [03:05, 295.02it/s]
37214it [03:05, 310.03it/s]
37248it [03:05, 316.56it/s]
37283it [03:05, 324.96it/s]
37316it [03:05, 314.56it/s]
37352it [03:05, 325.38it/s]
37385it [03:05, 298.30it/s]
37416it [03:06, 271.24it/s]
37448it [03:06, 280.17it/s]
37480it [03:06, 290.17it/s]
37511it [03:06, 293.71it/s]
37541it [03:06, 290.25it/s]
37571it [03:06, 276.75it/s]
37599it [03:06, 266.83it/s]
37626it [03:06, 257.67it/s]
37656it [03:06, 267.93it/s]
37683it [03:06, 262.31it/s]
37713it [03:07, 269.48it/s]
37745it [03:07, 283.77it/s]
37776it [03:07, 286.69it/s]
37806it [03:07, 289.95it/s]
37836it [03:07, 290.94it/s]
37866it [03:07, 239.32it/s]
37892it [03:07, 236.80it/s]
37917it [03:07, 238.13it/s]
37942it [03:08, 228.80it/s]
37966it [03:08, 231.06it/s]
37993it [03:08, 239.51it/s]
38021it [03:08, 246.90it/s]
38048it [03:08, 252.12it/s]
38074it [03:08, 252.11it/s]
38100it [03:08, 251.01it/s]
38131it [03:08, 265.96it/s]
38158it [03:08, 263.21it/s]
38185it [03:08, 260.97it/s]
38214it [03:09, 267.68it/s]
38241it [03:09, 267.29it/s]
38268it [03:09, 226.33it/s]
38292it [03:09, 229.44it/s]
38317it [03:09, 233.60it/s]
38342it [03:09, 237.84it/s]
38370it [03:09, 248.69it/s]
38396it [03:09, 242.42it/s]
38422it [03:09, 243.33it/s]
38447it [03:10, 244.24it/s]
38474it [03:10, 249.97it/s]
38505it [03:10, 265.73it/s]
38537it [03:10, 278.84it/s]
38565it [03:10, 266.38it/s]
38592it [03:10, 248.92it/s]
38618it [03:10, 247.79it/s]
38643it [03:10, 234.43it/s]
38669it [03:10, 241.29it/s]
38694it [03:11, 218.88it/s]
38717it [03:11, 187.14it/s]
38752it [03:11, 226.10it/s]
38784it [03:11, 248.90it/s]
38816it [03:11, 263.93it/s]
38847it [03:11, 272.58it/s]
38877it [03:11, 277.97it/s]
38906it [03:11, 273.28it/s]
38934it [03:11, 274.21it/s]
38962it [03:12, 247.35it/s]
38988it [03:12, 225.17it/s]
39012it [03:12, 220.45it/s]
39039it [03:12, 231.66it/s]
39063it [03:12, 230.02it/s]
39087it [03:12, 220.53it/s]
39110it [03:12, 215.97it/s]
39132it [03:12, 185.33it/s]
39156it [03:13, 197.44it/s]
39181it [03:13, 210.43it/s]
39211it [03:13, 234.38it/s]
39238it [03:13, 244.07it/s]
39263it [03:13, 240.15it/s]
39288it [03:13, 238.55it/s]
39314it [03:13, 240.25it/s]
39339it [03:13, 231.30it/s]
39363it [03:13, 230.92it/s]
39389it [03:14, 237.94it/s]
39413it [03:14, 226.08it/s]
39436it [03:14, 168.30it/s]
39456it [03:14, 174.39it/s]
39483it [03:14, 195.31it/s]
39511it [03:14, 215.46it/s]
39538it [03:14, 228.51it/s]
39562it [03:14, 224.42it/s]
39586it [03:14, 224.24it/s]
39609it [03:15, 218.25it/s]
39632it [03:15, 156.19it/s]
39654it [03:15, 169.93it/s]
39674it [03:15, 139.84it/s]
39691it [03:15, 98.66it/s]
39705it [03:16, 89.55it/s]
39717it [03:16, 82.39it/s]
39745it [03:16, 116.67it/s]
39774it [03:16, 150.98it/s]
39798it [03:16, 170.52it/s]
39827it [03:16, 198.70it/s]
39851it [03:16, 205.42it/s]
39878it [03:17, 222.13it/s]
39904it [03:17, 232.17it/s]
39930it [03:17, 239.43it/s]
39957it [03:17, 246.68it/s]
39987it [03:17, 259.73it/s]
40015it [03:17, 263.50it/s]
40044it [03:17, 266.99it/s]
40073it [03:17, 272.39it/s]
40104it [03:17, 282.10it/s]
40133it [03:17, 279.87it/s]
40162it [03:18, 279.11it/s]
40191it [03:18, 281.48it/s]
40220it [03:18, 267.71it/s]
40247it [03:18, 266.67it/s]
40277it [03:18, 274.69it/s]
40305it [03:18, 273.82it/s]
40333it [03:18, 267.60it/s]
40360it [03:18, 255.24it/s]
40387it [03:18, 255.46it/s]
40417it [03:19, 264.53it/s]
40448it [03:19, 275.87it/s]
40478it [03:19, 281.78it/s]
40507it [03:19, 270.54it/s]
40535it [03:19, 269.54it/s]
40567it [03:19, 279.04it/s]
40595it [03:19, 272.98it/s]
40623it [03:19, 272.61it/s]
40651it [03:19, 267.26it/s]
40678it [03:19, 256.28it/s]
40704it [03:20, 243.08it/s]
40729it [03:20, 239.24it/s]
40759it [03:20, 254.27it/s]
40790it [03:20, 268.74it/s]
40822it [03:20, 282.10it/s]
40851it [03:20, 283.09it/s]
40880it [03:20, 282.98it/s]
40911it [03:20, 288.24it/s]
40942it [03:20, 291.31it/s]
40973it [03:21, 291.46it/s]
41003it [03:21, 276.31it/s]
41032it [03:21, 278.26it/s]
41061it [03:21, 280.56it/s]
41090it [03:21, 277.96it/s]
41122it [03:21, 288.45it/s]
41151it [03:21, 279.14it/s]
41180it [03:21, 270.94it/s]
41208it [03:21, 263.72it/s]
41235it [03:21, 262.41it/s]
41262it [03:22, 259.71it/s]
41289it [03:22, 262.62it/s]
41316it [03:22, 261.45it/s]
41343it [03:22, 260.60it/s]
41370it [03:22, 263.04it/s]
41397it [03:22, 261.02it/s]
41424it [03:22, 257.04it/s]
41451it [03:22, 259.44it/s]
41477it [03:22, 232.63it/s]
41503it [03:23, 237.38it/s]
41531it [03:23, 247.69it/s]
41560it [03:23, 257.82it/s]
41594it [03:23, 280.96it/s]
41623it [03:23, 276.70it/s]
41654it [03:23, 285.43it/s]
41683it [03:23, 264.02it/s]
41714it [03:23, 274.85it/s]
41743it [03:23, 278.93it/s]
41776it [03:24, 292.72it/s]
41806it [03:24, 284.10it/s]
41837it [03:24, 290.19it/s]
41867it [03:24, 280.50it/s]
41896it [03:24, 275.20it/s]
41927it [03:24, 283.41it/s]
41959it [03:24, 291.60it/s]
41989it [03:24, 279.36it/s]
42022it [03:24, 290.25it/s]
42052it [03:25, 275.59it/s]
42082it [03:25, 281.77it/s]
42111it [03:25, 267.91it/s]
42139it [03:25, 253.96it/s]
42168it [03:25, 262.18it/s]
42200it [03:25, 276.69it/s]
42228it [03:25, 270.46it/s]
42256it [03:25, 270.17it/s]
42284it [03:25, 268.90it/s]
42313it [03:25, 272.67it/s]
42344it [03:26, 282.19it/s]
42373it [03:26, 272.04it/s]
42405it [03:26, 282.16it/s]
42434it [03:26, 274.37it/s]
42462it [03:26, 273.29it/s]
42490it [03:26, 267.27it/s]
42519it [03:26, 271.76it/s]
42549it [03:26, 279.77it/s]
42578it [03:26, 279.57it/s]
42607it [03:27, 278.20it/s]
42635it [03:27, 254.55it/s]
42663it [03:27, 259.46it/s]
42690it [03:27, 246.55it/s]
42715it [03:27, 247.11it/s]
42742it [03:27, 252.61it/s]
42770it [03:27, 260.21it/s]
42797it [03:27, 255.39it/s]
42830it [03:27, 274.93it/s]
42859it [03:28, 278.59it/s]
42887it [03:28, 274.64it/s]
42915it [03:28, 268.79it/s]
42942it [03:28, 262.03it/s]
42971it [03:28, 269.80it/s]
43002it [03:28, 280.08it/s]
43031it [03:28, 255.71it/s]
43058it [03:28, 245.80it/s]
43085it [03:28, 251.60it/s]
43112it [03:29, 249.93it/s]
43138it [03:29, 243.17it/s]
43173it [03:29, 268.54it/s]
43202it [03:29, 274.23it/s]
43234it [03:29, 286.42it/s]
43266it [03:29, 289.95it/s]
43298it [03:29, 297.95it/s]
43328it [03:29, 292.40it/s]
43359it [03:29, 296.52it/s]
43391it [03:29, 300.46it/s]
43425it [03:30, 309.50it/s]
43456it [03:30, 308.37it/s]
43490it [03:30, 314.61it/s]
43522it [03:30, 307.20it/s]
43553it [03:30, 300.94it/s]
43584it [03:30, 293.54it/s]
43614it [03:30, 261.07it/s]
43641it [03:30, 225.38it/s]
43669it [03:31, 237.33it/s]
43702it [03:31, 259.22it/s]
43732it [03:31, 266.29it/s]
43760it [03:31, 268.67it/s]
43788it [03:31, 268.85it/s]
43822it [03:31, 284.32it/s]
43851it [03:31, 281.50it/s]
43880it [03:31, 276.56it/s]
43908it [03:31, 269.24it/s]
43938it [03:31, 277.91it/s]
43966it [03:32, 265.52it/s]
43995it [03:32, 270.96it/s]
44031it [03:32, 294.00it/s]
44066it [03:32, 306.20it/s]
44097it [03:32, 295.55it/s]
44127it [03:32, 268.83it/s]
44155it [03:32, 220.14it/s]
44179it [03:32, 222.86it/s]
44205it [03:33, 231.59it/s]
44237it [03:33, 254.63it/s]
44265it [03:33, 260.66it/s]
44292it [03:33, 257.31it/s]
44322it [03:33, 268.78it/s]
44350it [03:33, 261.41it/s]
44379it [03:33, 268.21it/s]
44407it [03:33, 271.54it/s]
44435it [03:33, 260.79it/s]
44462it [03:33, 242.04it/s]
44487it [03:34, 228.76it/s]
44518it [03:34, 246.98it/s]
44544it [03:34, 229.44it/s]
44568it [03:34, 191.98it/s]
44595it [03:34, 209.57it/s]
44623it [03:34, 226.63it/s]
44650it [03:34, 235.46it/s]
44676it [03:34, 238.02it/s]
44703it [03:35, 246.44it/s]
44735it [03:35, 264.97it/s]
44762it [03:35, 260.82it/s]
44789it [03:35, 230.59it/s]
44813it [03:35, 222.51it/s]
44837it [03:35, 225.77it/s]
44861it [03:35, 229.36it/s]
44885it [03:35, 220.47it/s]
44908it [03:35, 209.01it/s]
44930it [03:36, 179.66it/s]
44952it [03:36, 187.98it/s]
44977it [03:36, 203.08it/s]
45009it [03:36, 233.68it/s]
45036it [03:36, 241.28it/s]
45061it [03:36, 243.68it/s]
45089it [03:36, 248.45it/s]
45115it [03:36, 237.43it/s]
45140it [03:37, 221.55it/s]
45164it [03:37, 223.10it/s]
45187it [03:37, 220.61it/s]
45211it [03:37, 224.27it/s]
45234it [03:37, 172.23it/s]
45257it [03:37, 183.21it/s]
45283it [03:37, 199.46it/s]
45305it [03:37, 204.25it/s]
45333it [03:37, 224.08it/s]
45357it [03:38, 225.63it/s]
45381it [03:38, 197.92it/s]
45402it [03:38, 194.54it/s]
45423it [03:38, 180.36it/s]
45442it [03:38, 141.43it/s]
45462it [03:38, 153.67it/s]
45479it [03:38, 155.47it/s]
45496it [03:39, 143.58it/s]
45512it [03:39, 107.46it/s]
45525it [03:39, 73.47it/s]
45557it [03:39, 112.53it/s]
45583it [03:39, 139.63it/s]
45612it [03:39, 170.59it/s]
45641it [03:40, 196.40it/s]
45666it [03:40, 207.92it/s]
45693it [03:40, 223.10it/s]
45719it [03:40, 232.71it/s]
45745it [03:40, 228.04it/s]
45770it [03:40, 231.22it/s]
45796it [03:40, 237.24it/s]
45821it [03:40, 238.00it/s]
45846it [03:40, 237.84it/s]
45871it [03:40, 238.41it/s]
45900it [03:41, 251.96it/s]
45931it [03:41, 266.26it/s]
45964it [03:41, 280.65it/s]
45993it [03:41, 271.24it/s]
46023it [03:41, 279.04it/s]
46052it [03:41, 275.68it/s]
46082it [03:41, 281.49it/s]
46111it [03:41, 275.76it/s]
46141it [03:41, 279.84it/s]
46170it [03:42, 278.58it/s]
46198it [03:42, 273.49it/s]
46226it [03:42, 273.67it/s]
46254it [03:42, 268.12it/s]
46281it [03:42, 264.57it/s]
46309it [03:42, 268.30it/s]
46340it [03:42, 276.48it/s]
46368it [03:42, 272.46it/s]
46397it [03:42, 275.31it/s]
46425it [03:43, 269.02it/s]
46452it [03:43, 262.80it/s]
46479it [03:43, 256.48it/s]
46505it [03:43, 249.43it/s]
46532it [03:43, 255.19it/s]
46559it [03:43, 254.75it/s]
46585it [03:43, 254.71it/s]
46616it [03:43, 269.58it/s]
46644it [03:43, 268.21it/s]
46674it [03:43, 276.80it/s]
46702it [03:44, 261.43it/s]
46730it [03:44, 264.74it/s]
46757it [03:44, 262.48it/s]
46787it [03:44, 271.09it/s]
46816it [03:44, 275.46it/s]
46844it [03:44, 269.58it/s]
46872it [03:44, 264.50it/s]
46899it [03:44, 258.54it/s]
46926it [03:44, 260.27it/s]
46953it [03:45, 257.26it/s]
46985it [03:45, 273.91it/s]
47013it [03:45, 267.08it/s]
47045it [03:45, 281.81it/s]
47077it [03:45, 290.63it/s]
47107it [03:45, 290.41it/s]
47137it [03:45, 272.95it/s]
47165it [03:45, 267.21it/s]
47194it [03:45, 272.71it/s]
47223it [03:45, 277.27it/s]
47251it [03:46, 260.67it/s]
47278it [03:46, 262.22it/s]
47305it [03:46, 263.05it/s]
47334it [03:46, 269.62it/s]
47370it [03:46, 292.76it/s]
47400it [03:46, 282.58it/s]
47429it [03:46, 258.40it/s]
47456it [03:46, 259.18it/s]
47486it [03:46, 269.39it/s]
47514it [03:47, 270.86it/s]
47542it [03:47, 270.81it/s]
47570it [03:47, 260.36it/s]
47597it [03:47, 256.42it/s]
47623it [03:47, 252.23it/s]
47651it [03:47, 259.59it/s]
47678it [03:47, 259.75it/s]
47705it [03:47, 247.88it/s]
47730it [03:47, 248.00it/s]
47757it [03:48, 253.94it/s]
47783it [03:48, 254.30it/s]
47809it [03:48, 255.69it/s]
47835it [03:48, 256.66it/s]
47861it [03:48, 253.99it/s]
47891it [03:48, 267.35it/s]
47921it [03:48, 275.69it/s]
47949it [03:48, 272.17it/s]
47977it [03:48, 245.97it/s]
48006it [03:48, 253.96it/s]
48032it [03:49, 216.42it/s]
48058it [03:49, 226.85it/s]
48085it [03:49, 236.89it/s]
48116it [03:49, 256.17it/s]
48145it [03:49, 265.48it/s]
48173it [03:49, 263.45it/s]
48200it [03:49, 257.43it/s]
48227it [03:49, 257.71it/s]
48258it [03:49, 270.34it/s]
48286it [03:50, 268.86it/s]
48314it [03:50, 267.50it/s]
48341it [03:50, 266.42it/s]
48368it [03:50, 266.85it/s]
48395it [03:50, 262.97it/s]
48424it [03:50, 270.50it/s]
48452it [03:50, 260.69it/s]
48479it [03:50, 218.48it/s]
48503it [03:51, 206.05it/s]
48525it [03:51, 208.14it/s]
48555it [03:51, 227.52it/s]
48583it [03:51, 239.96it/s]
48611it [03:51, 247.17it/s]
48637it [03:51, 250.52it/s]
48663it [03:51, 252.06it/s]
48689it [03:51, 253.04it/s]
48715it [03:51, 246.82it/s]
48742it [03:51, 252.16it/s]
48768it [03:52, 238.86it/s]
48795it [03:52, 247.12it/s]
48820it [03:52, 237.85it/s]
48844it [03:52, 212.61it/s]
48866it [03:52, 185.94it/s]
48890it [03:52, 197.30it/s]
48917it [03:52, 212.70it/s]
48947it [03:52, 234.87it/s]
48977it [03:53, 252.45it/s]
49005it [03:53, 255.88it/s]
49033it [03:53, 258.69it/s]
49060it [03:53, 260.18it/s]
49089it [03:53, 267.51it/s]
49123it [03:53, 288.42it/s]
49154it [03:53, 293.27it/s]
49184it [03:53, 285.38it/s]
49213it [03:53, 268.73it/s]
49241it [03:54, 238.77it/s]
49266it [03:54, 228.47it/s]
49290it [03:54, 187.85it/s]
49322it [03:54, 217.05it/s]
49351it [03:54, 234.87it/s]
49384it [03:54, 258.93it/s]
49412it [03:54, 244.12it/s]
49440it [03:54, 252.90it/s]
49467it [03:54, 251.32it/s]
49501it [03:55, 274.46it/s]
49530it [03:55, 267.12it/s]
49558it [03:55, 269.11it/s]
49588it [03:55, 277.77it/s]
49617it [03:55, 280.79it/s]
49646it [03:55, 277.80it/s]
49674it [03:55, 267.52it/s]
49704it [03:55, 274.28it/s]
49733it [03:55, 276.75it/s]
49761it [03:56, 245.69it/s]
49787it [03:56, 215.67it/s]
49817it [03:56, 236.50it/s]
49843it [03:56, 242.28it/s]
49873it [03:56, 253.12it/s]
49899it [03:56, 252.07it/s]
49926it [03:56, 255.47it/s]
49957it [03:56, 268.70it/s]
49985it [03:56, 251.00it/s]
50011it [03:57, 245.73it/s]
50036it [03:57, 224.23it/s]
50059it [03:57, 186.77it/s]
50079it [03:57, 166.05it/s]
50106it [03:57, 189.01it/s]
50133it [03:57, 207.25it/s]
50158it [03:57, 216.94it/s]
50181it [03:57, 215.71it/s]
50204it [03:58, 216.38it/s]
50227it [03:58, 186.98it/s]
50247it [03:58, 139.40it/s]
50273it [03:58, 163.62it/s]
50294it [03:58, 173.15it/s]
50314it [03:58, 128.46it/s]
50330it [03:59, 101.05it/s]
50343it [03:59, 86.41it/s]
50367it [03:59, 112.29it/s]
50399it [03:59, 152.25it/s]
50424it [03:59, 171.89it/s]
50449it [03:59, 189.46it/s]
50472it [03:59, 193.00it/s]
50497it [04:00, 207.48it/s]
50522it [04:00, 216.44it/s]
50545it [04:00, 210.69it/s]
50568it [04:00, 214.16it/s]
50591it [04:00, 199.37it/s]
50618it [04:00, 216.73it/s]
50641it [04:00, 200.96it/s]
50668it [04:00, 218.52it/s]
50695it [04:00, 229.21it/s]
50721it [04:01, 237.38it/s]
50749it [04:01, 246.19it/s]
50781it [04:01, 266.82it/s]
50809it [04:01, 269.02it/s]
50837it [04:01, 254.06it/s]
50863it [04:01, 243.10it/s]
50888it [04:01, 229.51it/s]
50912it [04:01, 227.01it/s]
50935it [04:01, 216.88it/s]
50961it [04:02, 225.56it/s]
50984it [04:02, 215.62it/s]
51006it [04:02, 211.28it/s]
51031it [04:02, 219.33it/s]
51054it [04:02, 222.28it/s]
51084it [04:02, 243.86it/s]
51113it [04:02, 254.42it/s]
51139it [04:02, 244.72it/s]
51164it [04:02, 242.27it/s]
51189it [04:03, 243.66it/s]
51214it [04:03, 240.87it/s]
51239it [04:03, 242.67it/s]
51264it [04:03, 241.44it/s]
51291it [04:03, 248.33it/s]
51316it [04:03, 245.74it/s]
51345it [04:03, 255.01it/s]
51372it [04:03, 258.46it/s]
51398it [04:03, 223.78it/s]
51422it [04:04, 217.80it/s]
51445it [04:04, 215.85it/s]
51471it [04:04, 226.23it/s]
51498it [04:04, 237.29it/s]
51524it [04:04, 243.35it/s]
51552it [04:04, 252.20it/s]
51582it [04:04, 262.69it/s]
51609it [04:04, 263.11it/s]
51636it [04:04, 264.42it/s]
51664it [04:04, 267.49it/s]
51692it [04:05, 267.33it/s]
51719it [04:05, 255.96it/s]
51746it [04:05, 257.23it/s]
51772it [04:05, 249.62it/s]
51798it [04:05, 236.15it/s]
51822it [04:05, 230.17it/s]
51846it [04:05, 229.98it/s]
51872it [04:05, 238.21it/s]
51896it [04:05, 224.53it/s]
51919it [04:06, 225.36it/s]
51943it [04:06, 229.39it/s]
51967it [04:06, 191.03it/s]
51991it [04:06, 201.20it/s]
52015it [04:06, 207.24it/s]
52037it [04:06, 205.50it/s]
52060it [04:06, 210.47it/s]
52082it [04:06, 204.86it/s]
52111it [04:06, 228.08it/s]
52138it [04:07, 238.73it/s]
52166it [04:07, 249.87it/s]
52192it [04:07, 249.92it/s]
52218it [04:07, 240.75it/s]
52243it [04:07, 242.60it/s]
52269it [04:07, 245.08it/s]
52298it [04:07, 257.77it/s]
52331it [04:07, 277.19it/s]
52359it [04:07, 266.68it/s]
52386it [04:08, 267.50it/s]
52413it [04:08, 257.14it/s]
52441it [04:08, 262.45it/s]
52468it [04:08, 210.17it/s]
52493it [04:08, 218.73it/s]
52518it [04:08, 223.79it/s]
52542it [04:08, 208.62it/s]
52568it [04:08, 218.02it/s]
52594it [04:08, 229.06it/s]
52620it [04:09, 235.94it/s]
52645it [04:09, 233.27it/s]
52669it [04:09, 227.11it/s]
52697it [04:09, 241.50it/s]
52723it [04:09, 243.27it/s]
52748it [04:09, 243.11it/s]
52776it [04:09, 251.82it/s]
52802it [04:09, 246.51it/s]
52827it [04:09, 242.59it/s]
52852it [04:10, 241.94it/s]
52877it [04:10, 220.36it/s]
52900it [04:10, 141.35it/s]
52928it [04:10, 167.87it/s]
52954it [04:10, 185.84it/s]
52979it [04:10, 199.75it/s]
53006it [04:10, 217.23it/s]
53032it [04:11, 225.32it/s]
53062it [04:11, 242.80it/s]
53090it [04:11, 250.84it/s]
53117it [04:11, 250.14it/s]
53146it [04:11, 260.55it/s]
53173it [04:11, 255.24it/s]
53199it [04:11, 198.70it/s]
53221it [04:11, 156.36it/s]
53244it [04:12, 171.51it/s]
53269it [04:12, 188.97it/s]
53296it [04:12, 206.92it/s]
53319it [04:12, 209.50it/s]
53344it [04:12, 219.29it/s]
53369it [04:12, 223.09it/s]
53393it [04:12, 216.06it/s]
53417it [04:12, 221.69it/s]
53440it [04:12, 219.68it/s]
53463it [04:13, 205.26it/s]
53484it [04:13, 167.27it/s]
53504it [04:13, 174.33it/s]
53531it [04:13, 198.42it/s]
53558it [04:13, 215.82it/s]
53584it [04:13, 227.87it/s]
53608it [04:13, 224.42it/s]
53638it [04:13, 244.27it/s]
53665it [04:13, 250.41it/s]
53697it [04:14, 268.53it/s]
53725it [04:14, 234.45it/s]
53750it [04:14, 183.35it/s]
53771it [04:14, 167.61it/s]
53795it [04:14, 182.95it/s]
53817it [04:14, 189.61it/s]
53839it [04:14, 194.17it/s]
53860it [04:15, 194.08it/s]
53881it [04:15, 164.49it/s]
53899it [04:15, 130.00it/s]
53920it [04:15, 145.55it/s]
53940it [04:15, 158.00it/s]
53958it [04:15, 142.60it/s]
53974it [04:15, 135.72it/s]
53989it [04:16, 116.50it/s]
54004it [04:16, 121.02it/s]
54022it [04:16, 133.65it/s]
54037it [04:16, 109.48it/s]
54050it [04:16, 84.88it/s]
54070it [04:16, 105.56it/s]
54090it [04:16, 125.33it/s]
54114it [04:17, 151.57it/s]
54139it [04:17, 174.76it/s]
54163it [04:17, 190.37it/s]
54184it [04:17, 194.44it/s]
54205it [04:17, 179.34it/s]
54225it [04:17, 179.57it/s]
54245it [04:17, 184.69it/s]
54272it [04:17, 206.88it/s]
54303it [04:17, 232.99it/s]
54327it [04:18, 218.67it/s]
54350it [04:18, 218.90it/s]
54373it [04:18, 205.36it/s]
54394it [04:18, 193.92it/s]
54417it [04:18, 202.43it/s]
54438it [04:18, 203.35it/s]
54459it [04:18, 192.80it/s]
54479it [04:18, 184.07it/s]
54499it [04:18, 187.46it/s]
54528it [04:19, 214.27it/s]
54550it [04:19, 214.06it/s]
54572it [04:19, 215.62it/s]
54596it [04:19, 218.80it/s]
54622it [04:19, 229.08it/s]
54646it [04:19, 229.74it/s]
54670it [04:19, 230.99it/s]
54694it [04:19, 210.56it/s]
54716it [04:19, 186.67it/s]
54738it [04:20, 192.83it/s]
54758it [04:20, 193.57it/s]
54778it [04:20, 190.61it/s]
54800it [04:20, 194.76it/s]
54820it [04:20, 191.09it/s]
54841it [04:20, 192.74it/s]
54862it [04:20, 195.48it/s]
54887it [04:20, 208.50it/s]
54908it [04:20, 207.95it/s]
54937it [04:21, 227.83it/s]
54960it [04:21, 224.93it/s]
54983it [04:21, 225.96it/s]
55009it [04:21, 235.04it/s]
55033it [04:21, 203.97it/s]
55055it [04:21, 183.50it/s]
55075it [04:21, 182.12it/s]
55100it [04:21, 199.56it/s]
55121it [04:21, 189.00it/s]
55141it [04:22, 181.10it/s]
55164it [04:22, 193.61it/s]
55189it [04:22, 208.31it/s]
55212it [04:22, 212.71it/s]
55241it [04:22, 234.18it/s]
55268it [04:22, 243.57it/s]
55293it [04:22, 242.47it/s]
55319it [04:22, 245.00it/s]
55344it [04:22, 242.67it/s]
55369it [04:23, 240.40it/s]
55394it [04:23, 230.39it/s]
55418it [04:23, 191.15it/s]
55439it [04:23, 181.34it/s]
55460it [04:23, 187.71it/s]
55480it [04:23, 176.48it/s]
55499it [04:23, 160.73it/s]
55523it [04:23, 177.98it/s]
55548it [04:24, 196.23it/s]
55577it [04:24, 220.35it/s]
55600it [04:24, 207.71it/s]
55625it [04:24, 217.27it/s]
55654it [04:24, 235.10it/s]
55678it [04:24, 234.95it/s]
55702it [04:24, 223.98it/s]
55725it [04:24, 191.67it/s]
55746it [04:25, 174.70it/s]
55765it [04:25, 133.24it/s]
55786it [04:25, 147.95it/s]
55810it [04:25, 168.66it/s]
55839it [04:25, 198.09it/s]
55867it [04:25, 218.73it/s]
55891it [04:25, 223.83it/s]
55915it [04:25, 187.80it/s]
55936it [04:26, 136.23it/s]
55953it [04:26, 142.90it/s]
55976it [04:26, 161.42it/s]
56003it [04:26, 185.93it/s]
56031it [04:26, 209.56it/s]
56057it [04:26, 222.18it/s]
56087it [04:26, 242.59it/s]
56113it [04:26, 206.58it/s]
56136it [04:27, 161.72it/s]
56156it [04:27, 165.68it/s]
56181it [04:27, 182.93it/s]
56204it [04:27, 191.79it/s]
56225it [04:27, 183.10it/s]
56245it [04:27, 153.55it/s]
56266it [04:27, 166.16it/s]
56284it [04:28, 157.60it/s]
56301it [04:28, 130.33it/s]
56323it [04:28, 149.59it/s]
56340it [04:28, 148.82it/s]
56356it [04:28, 101.82it/s]
56369it [04:28, 105.18it/s]
56382it [04:29, 77.00it/s]
56399it [04:29, 93.02it/s]
56422it [04:29, 119.36it/s]
56446it [04:29, 145.47it/s]
56468it [04:29, 162.97it/s]
56491it [04:29, 178.32it/s]
56511it [04:29, 178.57it/s]
56531it [04:29, 181.05it/s]
56551it [04:30, 180.30it/s]
56570it [04:30, 180.92it/s]
56591it [04:30, 188.55it/s]
56611it [04:30, 176.54it/s]
56630it [04:30, 162.54it/s]
56647it [04:30, 155.95it/s]
56664it [04:30, 156.72it/s]
56684it [04:30, 166.95it/s]
56705it [04:30, 178.78it/s]
56726it [04:31, 187.53it/s]
56746it [04:31, 180.98it/s]
56771it [04:31, 199.99it/s]
56792it [04:31, 199.49it/s]
56816it [04:31, 210.67it/s]
56839it [04:31, 215.80it/s]
56861it [04:31, 216.89it/s]
56883it [04:31, 216.72it/s]
56905it [04:31, 208.57it/s]
56926it [04:32, 174.78it/s]
56945it [04:32, 171.49it/s]
56963it [04:32, 153.42it/s]
56980it [04:32, 156.25it/s]
56999it [04:32, 164.97it/s]
57019it [04:32, 169.53it/s]
57041it [04:32, 182.30it/s]
57065it [04:32, 195.12it/s]
57085it [04:32, 195.42it/s]
57105it [04:33, 194.79it/s]
57125it [04:33, 188.31it/s]
57144it [04:33, 185.10it/s]
57167it [04:33, 192.76it/s]
57187it [04:33, 168.69it/s]
57205it [04:33, 171.60it/s]
57228it [04:33, 185.76it/s]
57249it [04:33, 189.94it/s]
57269it [04:33, 175.61it/s]
57287it [04:34, 173.64it/s]
57305it [04:34, 162.91it/s]
57323it [04:34, 164.17it/s]
57343it [04:34, 172.02it/s]
57361it [04:34, 163.55it/s]
57379it [04:34, 164.97it/s]
57396it [04:34, 148.21it/s]
57418it [04:34, 165.87it/s]
57444it [04:35, 186.94it/s]
57466it [04:35, 192.38it/s]
57486it [04:35, 187.88it/s]
57506it [04:35, 155.40it/s]
57523it [04:35, 157.60it/s]
57540it [04:35, 146.80it/s]
57556it [04:35, 125.16it/s]
57570it [04:35, 127.80it/s]
57594it [04:36, 154.10it/s]
57616it [04:36, 169.71it/s]
57634it [04:36, 159.10it/s]
57651it [04:36, 113.79it/s]
57677it [04:36, 144.10it/s]
57697it [04:36, 156.07it/s]
57715it [04:36, 119.93it/s]
57730it [04:37, 125.30it/s]
57745it [04:37, 62.90it/s]
57761it [04:37, 75.84it/s]
57775it [04:37, 85.30it/s]
57796it [04:37, 107.88it/s]
57817it [04:38, 127.45it/s]
57834it [04:38, 120.98it/s]
57849it [04:38, 106.08it/s]
57863it [04:38, 113.13it/s]
57883it [04:38, 131.74it/s]
57903it [04:38, 148.01it/s]
57922it [04:38, 158.40it/s]
57940it [04:38, 164.11it/s]
57958it [04:39, 157.14it/s]
57975it [04:39, 148.93it/s]
57991it [04:39, 131.81it/s]
58005it [04:39, 124.13it/s]
58019it [04:39, 126.46it/s]
58038it [04:39, 139.07it/s]
58054it [04:39, 144.08it/s]
58070it [04:39, 146.02it/s]
58085it [04:40, 133.38it/s]
58099it [04:40, 120.36it/s]
58112it [04:40, 105.87it/s]
58124it [04:40, 106.14it/s]
58139it [04:40, 112.16it/s]
58151it [04:40, 113.97it/s]
58164it [04:40, 117.15it/s]
58178it [04:40, 121.88it/s]
58192it [04:41, 126.65it/s]
58205it [04:41, 114.91it/s]
58217it [04:41, 106.68it/s]
58241it [04:41, 140.63it/s]
58256it [04:41, 131.15it/s]
58270it [04:41, 73.92it/s]
58281it [04:42, 76.71it/s]
58297it [04:42, 92.02it/s]
58315it [04:42, 109.11it/s]
58329it [04:42, 106.86it/s]
58346it [04:42, 120.77it/s]
58360it [04:42, 117.01it/s]
58373it [04:42, 111.73it/s]
58385it [04:42, 107.35it/s]
58397it [04:43, 79.88it/s]
58415it [04:43, 100.23it/s]
58430it [04:43, 109.28it/s]
58446it [04:43, 117.59it/s]
58463it [04:43, 129.07it/s]
58480it [04:43, 139.10it/s]
58501it [04:43, 156.97it/s]
58518it [04:43, 154.71it/s]
58534it [04:44, 147.18it/s]
58550it [04:44, 138.16it/s]
58574it [04:44, 164.00it/s]
58599it [04:44, 186.14it/s]
58622it [04:44, 196.33it/s]
58644it [04:44, 202.37it/s]
58665it [04:44, 188.63it/s]
58685it [04:44, 185.43it/s]
58710it [04:44, 201.58it/s]
58731it [04:45, 199.00it/s]
58752it [04:45, 188.21it/s]
58772it [04:45, 155.32it/s]
58789it [04:45, 150.11it/s]
58805it [04:45, 142.14it/s]
58823it [04:45, 151.37it/s]
58839it [04:45, 153.02it/s]
58865it [04:45, 181.60it/s]
58890it [04:45, 200.26it/s]
58915it [04:46, 213.28it/s]
58941it [04:46, 219.72it/s]
58964it [04:46, 215.95it/s]
58986it [04:46, 205.83it/s]
59007it [04:46, 192.36it/s]
59027it [04:46, 167.89it/s]
59045it [04:46, 167.36it/s]
59063it [04:46, 169.92it/s]
59081it [04:47, 146.99it/s]
59107it [04:47, 168.90it/s]
59129it [04:47, 179.35it/s]
59154it [04:47, 196.64it/s]
59179it [04:47, 210.85it/s]
59201it [04:47, 196.60it/s]
59222it [04:47, 187.54it/s]
59242it [04:47, 178.62it/s]
59261it [04:48, 164.47it/s]
59278it [04:48, 144.03it/s]
59298it [04:48, 157.25it/s]
59320it [04:48, 173.09it/s]
59347it [04:48, 197.57it/s]
59374it [04:48, 214.74it/s]
59397it [04:48, 218.31it/s]
59420it [04:48, 195.97it/s]
59441it [04:49, 150.21it/s]
59460it [04:49, 158.19it/s]
59478it [04:49, 97.95it/s]
59505it [04:49, 126.66it/s]
59530it [04:49, 149.78it/s]
59550it [04:49, 158.91it/s]
59574it [04:49, 177.28it/s]
59595it [04:50, 182.61it/s]
59618it [04:50, 193.71it/s]
59640it [04:50, 193.58it/s]
59664it [04:50, 205.07it/s]
59686it [04:50, 200.19it/s]
59707it [04:50, 196.21it/s]
59728it [04:50, 191.13it/s]
59751it [04:50, 199.03it/s]
59772it [04:50, 201.87it/s]
59793it [04:51, 200.32it/s]
59814it [04:51, 188.82it/s]
59834it [04:51, 186.33it/s]
59861it [04:51, 209.05it/s]
59891it [04:51, 234.23it/s]
59915it [04:51, 234.68it/s]
59939it [04:51, 230.31it/s]
59963it [04:51, 226.55it/s]
59986it [04:51, 220.27it/s]
60009it [04:52, 219.16it/s]
60034it [04:52, 225.65it/s]
60060it [04:52, 234.75it/s]
60084it [04:52, 219.39it/s]
60107it [04:52, 220.88it/s]
60130it [04:52, 207.96it/s]
60152it [04:52, 208.03it/s]
60179it [04:52, 223.28it/s]
60202it [04:52, 218.51it/s]
60225it [04:53, 204.12it/s]
60246it [04:53, 198.88it/s]
60274it [04:53, 218.52it/s]
60301it [04:53, 232.65it/s]
60327it [04:53, 239.70it/s]
60355it [04:53, 247.22it/s]
60380it [04:53, 246.60it/s]
60405it [04:53, 243.58it/s]
60431it [04:53, 247.32it/s]
60456it [04:53, 247.00it/s]
60484it [04:54, 256.24it/s]
60510it [04:54, 246.50it/s]
60535it [04:54, 246.21it/s]
60560it [04:54, 242.07it/s]
60585it [04:54, 218.90it/s]
60608it [04:54, 216.97it/s]
60630it [04:54, 197.69it/s]
60651it [04:54, 199.46it/s]
60672it [04:54, 193.52it/s]
60695it [04:55, 202.92it/s]
60719it [04:55, 212.02it/s]
60747it [04:55, 230.89it/s]
60777it [04:55, 249.64it/s]
60803it [04:55, 251.73it/s]
60834it [04:55, 266.01it/s]
60870it [04:55, 293.17it/s]
60900it [04:55, 292.96it/s]
60930it [04:55, 279.91it/s]
60959it [04:56, 263.64it/s]
60986it [04:56, 264.02it/s]
61013it [04:56, 253.62it/s]
61039it [04:56, 250.87it/s]
61065it [04:56, 242.29it/s]
61090it [04:56, 241.54it/s]
61115it [04:56, 227.46it/s]
61138it [04:56, 200.21it/s]
61159it [04:56, 199.46it/s]
61182it [04:57, 195.75it/s]
61202it [04:57, 195.78it/s]
61228it [04:57, 211.64it/s]
61253it [04:57, 220.75it/s]
61280it [04:57, 232.14it/s]
61305it [04:57, 236.81it/s]
61336it [04:57, 257.70it/s]
61362it [04:57, 254.72it/s]
61396it [04:57, 276.92it/s]
61424it [04:58, 270.60it/s]
61452it [04:58, 269.75it/s]
61480it [04:58, 272.10it/s]
61508it [04:58, 248.03it/s]
61534it [04:58, 249.33it/s]
61560it [04:58, 234.11it/s]
61584it [04:58, 227.31it/s]
61607it [04:58, 201.35it/s]
61628it [04:59, 177.23it/s]
61650it [04:59, 186.20it/s]
61676it [04:59, 204.33it/s]
61705it [04:59, 226.78it/s]
61732it [04:59, 237.01it/s]
61765it [04:59, 262.27it/s]
61797it [04:59, 277.62it/s]
61828it [04:59, 281.42it/s]
61857it [04:59, 272.65it/s]
61885it [04:59, 262.34it/s]
61912it [05:00, 255.79it/s]
61938it [05:00, 244.80it/s]
61964it [05:00, 242.33it/s]
61989it [05:00, 179.44it/s]
62011it [05:00, 187.98it/s]
62032it [05:00, 192.65it/s]
62061it [05:00, 216.78it/s]
62087it [05:00, 227.88it/s]
62118it [05:01, 249.36it/s]
62148it [05:01, 257.62it/s]
62175it [05:01, 253.51it/s]
62201it [05:01, 227.89it/s]
62225it [05:01, 192.76it/s]
62246it [05:01, 148.33it/s]
62273it [05:01, 172.63it/s]
62298it [05:02, 189.46it/s]
62320it [05:02, 194.30it/s]
62342it [05:02, 139.65it/s]
62360it [05:02, 110.36it/s]
62375it [05:02, 115.31it/s]
62389it [05:02, 105.16it/s]
62413it [05:03, 131.11it/s]
62440it [05:03, 161.50it/s]
62466it [05:03, 184.64it/s]
62489it [05:03, 194.18it/s]
62514it [05:03, 206.56it/s]
62537it [05:03, 199.74it/s]
62559it [05:03, 193.14it/s]
62580it [05:03, 189.20it/s]
62601it [05:03, 192.86it/s]
62623it [05:04, 200.01it/s]
62646it [05:04, 206.40it/s]
62673it [05:04, 215.42it/s]
62698it [05:04, 223.68it/s]
62725it [05:04, 235.43it/s]
62749it [05:04, 236.21it/s]
62773it [05:04, 237.03it/s]
62797it [05:04, 237.34it/s]
62822it [05:04, 237.52it/s]
62848it [05:04, 243.71it/s]
62873it [05:05, 236.36it/s]
62897it [05:05, 234.92it/s]
62924it [05:05, 240.34it/s]
62950it [05:05, 244.48it/s]
62976it [05:05, 246.76it/s]
63001it [05:05, 228.95it/s]
63028it [05:05, 239.36it/s]
63053it [05:05, 235.28it/s]
63077it [05:05, 233.98it/s]
63101it [05:06, 213.82it/s]
63128it [05:06, 228.48it/s]
63156it [05:06, 241.25it/s]
63181it [05:06, 242.19it/s]
63208it [05:06, 249.72it/s]
63234it [05:06, 249.58it/s]
63261it [05:06, 253.80it/s]
63287it [05:06, 253.48it/s]
63314it [05:06, 257.94it/s]
63341it [05:06, 260.13it/s]
63368it [05:07, 261.96it/s]
63396it [05:07, 266.98it/s]
63425it [05:07, 270.07it/s]
63455it [05:07, 276.05it/s]
63483it [05:07, 265.09it/s]
63510it [05:07, 262.50it/s]
63537it [05:07, 252.83it/s]
63563it [05:07, 248.60it/s]
63588it [05:07, 239.04it/s]
63617it [05:08, 252.34it/s]
63644it [05:08, 256.63it/s]
63670it [05:08, 237.96it/s]
63695it [05:08, 241.22it/s]
63720it [05:08, 240.66it/s]
63746it [05:08, 246.06it/s]
63771it [05:08, 226.72it/s]
63795it [05:08, 224.23it/s]
63823it [05:08, 238.39it/s]
63850it [05:09, 244.74it/s]
63878it [05:09, 252.57it/s]
63905it [05:09, 256.79it/s]
63938it [05:09, 271.56it/s]
63968it [05:09, 278.40it/s]
64002it [05:09, 294.51it/s]
64032it [05:09, 290.36it/s]
64062it [05:09, 287.87it/s]
64091it [05:09, 259.11it/s]
64118it [05:10, 250.79it/s]
64144it [05:10, 246.37it/s]
64169it [05:10, 242.58it/s]
64194it [05:10, 244.12it/s]
64219it [05:10, 234.16it/s]
64243it [05:10, 226.89it/s]
64271it [05:10, 240.06it/s]
64296it [05:10, 225.94it/s]
64321it [05:10, 231.97it/s]
64352it [05:11, 253.74it/s]
64380it [05:11, 259.61it/s]
64408it [05:11, 264.12it/s]
64437it [05:11, 269.88it/s]
64465it [05:11, 269.15it/s]
64496it [05:11, 276.38it/s]
64527it [05:11, 280.60it/s]
64556it [05:11, 277.87it/s]
64584it [05:11, 264.27it/s]
64613it [05:11, 268.89it/s]
64640it [05:12, 264.94it/s]
64668it [05:12, 266.63it/s]
64698it [05:12, 275.79it/s]
64726it [05:12, 269.63it/s]
64754it [05:12, 258.41it/s]
64780it [05:12, 249.06it/s]
64806it [05:12, 234.56it/s]
64834it [05:12, 245.63it/s]
64859it [05:12, 246.70it/s]
64884it [05:13, 233.88it/s]
64908it [05:13, 234.52it/s]
64932it [05:13, 220.00it/s]
64959it [05:13, 232.74it/s]
64985it [05:13, 238.43it/s]
65011it [05:13, 244.49it/s]
65037it [05:13, 248.95it/s]
65066it [05:13, 260.78it/s]
65094it [05:13, 264.10it/s]
65121it [05:14, 253.38it/s]
65153it [05:14, 271.86it/s]
65181it [05:14, 265.34it/s]
65208it [05:14, 264.23it/s]
65236it [05:14, 265.83it/s]
65263it [05:14, 252.96it/s]
65291it [05:14, 259.82it/s]
65320it [05:14, 267.12it/s]
65348it [05:14, 268.71it/s]
65375it [05:14, 249.41it/s]
65401it [05:15, 235.06it/s]
65425it [05:15, 204.35it/s]
65448it [05:15, 207.61it/s]
65477it [05:15, 228.32it/s]
65506it [05:15, 242.51it/s]
65533it [05:15, 249.70it/s]
65559it [05:15, 247.04it/s]
65585it [05:15, 247.39it/s]
65616it [05:15, 263.54it/s]
65644it [05:16, 268.08it/s]
65678it [05:16, 285.42it/s]
65708it [05:16, 289.11it/s]
65738it [05:16, 285.25it/s]
65767it [05:16, 268.75it/s]
65795it [05:16, 268.29it/s]
65822it [05:16, 255.81it/s]
65848it [05:16, 197.66it/s]
65877it [05:17, 219.21it/s]
65901it [05:17, 216.97it/s]
65927it [05:17, 226.73it/s]
65958it [05:17, 247.52it/s]
65989it [05:17, 262.60it/s]
66019it [05:17, 271.99it/s]
66055it [05:17, 295.43it/s]
66086it [05:17, 292.08it/s]
66116it [05:17, 277.00it/s]
66145it [05:18, 209.82it/s]
66169it [05:18, 185.53it/s]
66197it [05:18, 205.59it/s]
66224it [05:18, 220.24it/s]
66256it [05:18, 244.00it/s]
66289it [05:18, 264.06it/s]
66317it [05:18, 261.50it/s]
66345it [05:19, 209.30it/s]
66369it [05:19, 177.56it/s]
66402it [05:19, 210.03it/s]
66433it [05:19, 233.45it/s]
66459it [05:19, 232.68it/s]
66485it [05:19, 234.64it/s]
66510it [05:19, 171.81it/s]
66531it [05:19, 179.66it/s]
66552it [05:20, 181.37it/s]
66572it [05:20, 181.99it/s]
66596it [05:20, 195.80it/s]
66617it [05:20, 195.36it/s]
66638it [05:20, 144.90it/s]
66655it [05:20, 112.06it/s]
66680it [05:21, 138.06it/s]
66702it [05:21, 154.99it/s]
66728it [05:21, 177.96it/s]
66752it [05:21, 193.26it/s]
66781it [05:21, 216.91it/s]
66806it [05:21, 223.88it/s]
66834it [05:21, 238.71it/s]
66859it [05:21, 238.57it/s]
66884it [05:21, 237.78it/s]
66912it [05:21, 247.39it/s]
66939it [05:22, 252.12it/s]
66966it [05:22, 256.39it/s]
66992it [05:22, 251.84it/s]
67018it [05:22, 250.78it/s]
67051it [05:22, 271.83it/s]
67079it [05:22, 245.03it/s]
67106it [05:22, 251.76it/s]
67132it [05:22, 247.10it/s]
67158it [05:22, 243.49it/s]
67195it [05:23, 277.02it/s]
67224it [05:23, 266.60it/s]
67251it [05:23, 258.96it/s]
67278it [05:23, 257.13it/s]
67304it [05:23, 256.29it/s]
67330it [05:23, 247.05it/s]
67358it [05:23, 254.76it/s]
67384it [05:23, 249.36it/s]
67410it [05:23, 249.22it/s]
67435it [05:24, 245.73it/s]
67464it [05:24, 255.09it/s]
67491it [05:24, 258.60it/s]
67518it [05:24, 260.85it/s]
67547it [05:24, 268.16it/s]
67574it [05:24, 254.92it/s]
67600it [05:24, 254.42it/s]
67628it [05:24, 259.57it/s]
67655it [05:24, 246.22it/s]
67687it [05:24, 265.74it/s]
67714it [05:25, 265.03it/s]
67746it [05:25, 279.53it/s]
67779it [05:25, 292.66it/s]
67809it [05:25, 277.28it/s]
67839it [05:25, 280.67it/s]
67868it [05:25, 281.10it/s]
67897it [05:25, 275.14it/s]
67926it [05:25, 278.16it/s]
67954it [05:25, 273.51it/s]
67982it [05:26, 259.93it/s]
68009it [05:26, 248.25it/s]
68035it [05:26, 236.24it/s]
68059it [05:26, 233.45it/s]
68090it [05:26, 251.81it/s]
68121it [05:26, 266.95it/s]
68149it [05:26, 269.67it/s]
68177it [05:26, 252.12it/s]
68203it [05:26, 253.89it/s]
68231it [05:27, 253.09it/s]
68257it [05:27, 254.69it/s]
68286it [05:27, 262.83it/s]
68315it [05:27, 269.72it/s]
68344it [05:27, 274.43it/s]
68374it [05:27, 281.05it/s]
68403it [05:27, 278.45it/s]
68431it [05:27, 268.73it/s]
68460it [05:27, 272.95it/s]
68490it [05:27, 280.19it/s]
68519it [05:28, 276.57it/s]
68549it [05:28, 280.11it/s]
68578it [05:28, 270.97it/s]
68607it [05:28, 274.43it/s]
68635it [05:28, 267.71it/s]
68662it [05:28, 254.97it/s]
68688it [05:28, 238.53it/s]
68715it [05:28, 242.97it/s]
68740it [05:28, 239.86it/s]
68770it [05:29, 253.98it/s]
68796it [05:29, 232.11it/s]
68829it [05:29, 258.30it/s]
68856it [05:29, 261.39it/s]
68883it [05:29, 241.54it/s]
68909it [05:29, 246.05it/s]
68935it [05:29, 246.62it/s]
68965it [05:29, 259.25it/s]
68992it [05:29, 255.61it/s]
69018it [05:30, 255.55it/s]
69048it [05:30, 263.54it/s]
69081it [05:30, 281.87it/s]
69111it [05:30, 286.86it/s]
69142it [05:30, 290.99it/s]
69172it [05:30, 287.61it/s]
69201it [05:30, 281.63it/s]
69230it [05:30, 271.00it/s]
69258it [05:30, 267.38it/s]
69285it [05:31, 251.98it/s]
69311it [05:31, 238.45it/s]
69338it [05:31, 241.12it/s]
69363it [05:31, 226.14it/s]
69390it [05:31, 237.63it/s]
69418it [05:31, 243.73it/s]
69443it [05:31, 242.38it/s]
69469it [05:31, 247.19it/s]
69494it [05:31, 242.87it/s]
69525it [05:32, 261.73it/s]
69552it [05:32, 252.37it/s]
69578it [05:32, 250.71it/s]
69611it [05:32, 271.07it/s]
69640it [05:32, 275.94it/s]
69670it [05:32, 281.05it/s]
69700it [05:32, 286.11it/s]
69731it [05:32, 291.83it/s]
69761it [05:32, 276.60it/s]
69789it [05:32, 263.26it/s]
69816it [05:33, 222.46it/s]
69843it [05:33, 233.06it/s]
69870it [05:33, 242.37it/s]
69904it [05:33, 266.14it/s]
69932it [05:33, 269.79it/s]
69961it [05:33, 273.97it/s]
69992it [05:33, 283.31it/s]
70021it [05:33, 278.77it/s]
70050it [05:33, 266.86it/s]
70080it [05:34, 274.23it/s]
70108it [05:34, 272.70it/s]
70137it [05:34, 276.87it/s]
70167it [05:34, 281.31it/s]
70199it [05:34, 290.61it/s]
70230it [05:34, 292.91it/s]
70263it [05:34, 301.38it/s]
70294it [05:34, 290.87it/s]
70324it [05:34, 254.11it/s]
70351it [05:35, 226.91it/s]
70375it [05:35, 214.41it/s]
70400it [05:35, 222.80it/s]
70428it [05:35, 236.32it/s]
70455it [05:35, 244.05it/s]
70482it [05:35, 250.99it/s]
70510it [05:35, 255.74it/s]
70539it [05:35, 262.67it/s]
70569it [05:35, 271.54it/s]
70597it [05:36, 263.41it/s]
70625it [05:36, 266.50it/s]
70652it [05:36, 266.11it/s]
70681it [05:36, 271.36it/s]
70709it [05:36, 239.69it/s]
70734it [05:36, 174.90it/s]
70758it [05:36, 186.98it/s]
70787it [05:36, 210.28it/s]
70818it [05:37, 234.03it/s]
70846it [05:37, 243.19it/s]
70882it [05:37, 273.58it/s]
70911it [05:37, 270.97it/s]
70940it [05:37, 264.64it/s]
70968it [05:37, 267.10it/s]
70996it [05:37, 260.18it/s]
71023it [05:37, 220.87it/s]
71047it [05:38, 182.41it/s]
71072it [05:38, 196.76it/s]
71097it [05:38, 208.19it/s]
71124it [05:38, 222.60it/s]
71150it [05:38, 232.44it/s]
71175it [05:38, 225.51it/s]
71199it [05:38, 224.68it/s]
71223it [05:38, 227.83it/s]
71247it [05:38, 224.66it/s]
71270it [05:39, 191.76it/s]
71291it [05:39, 190.71it/s]
71323it [05:39, 223.15it/s]
71348it [05:39, 228.54it/s]
71381it [05:39, 256.47it/s]
71415it [05:39, 279.71it/s]
71444it [05:39, 256.89it/s]
71471it [05:39, 236.40it/s]
71496it [05:40, 188.84it/s]
71517it [05:40, 191.76it/s]
71538it [05:40, 192.23it/s]
71561it [05:40, 201.40it/s]
71582it [05:40, 159.61it/s]
71607it [05:40, 180.02it/s]
71627it [05:41, 128.13it/s]
71657it [05:41, 161.60it/s]
71683it [05:41, 182.24it/s]
71705it [05:41, 190.01it/s]
71728it [05:41, 198.08it/s]
71751it [05:41, 205.81it/s]
71777it [05:41, 219.03it/s]
71804it [05:41, 232.77it/s]
71829it [05:41, 236.45it/s]
71858it [05:41, 250.68it/s]
71890it [05:42, 265.86it/s]
71917it [05:42, 264.91it/s]
71944it [05:42, 255.96it/s]
71975it [05:42, 268.45it/s]
72007it [05:42, 281.42it/s]
72036it [05:42, 280.95it/s]
72065it [05:42, 280.21it/s]
72094it [05:42, 271.92it/s]
72122it [05:42, 250.78it/s]
72148it [05:43, 247.36it/s]
72180it [05:43, 266.67it/s]
72209it [05:43, 272.70it/s]
72237it [05:43, 256.71it/s]
72264it [05:43, 247.19it/s]
72290it [05:43, 245.99it/s]
72316it [05:43, 246.15it/s]
72341it [05:43, 230.84it/s]
72368it [05:43, 239.42it/s]
72398it [05:44, 255.70it/s]
72426it [05:44, 259.53it/s]
72453it [05:44, 246.48it/s]
72478it [05:44, 245.31it/s]
72507it [05:44, 256.09it/s]
72533it [05:44, 252.35it/s]
72559it [05:44, 242.75it/s]
72586it [05:44, 247.57it/s]
72613it [05:44, 250.32it/s]
72639it [05:44, 248.73it/s]
72664it [05:45, 248.31it/s]
72689it [05:45, 227.48it/s]
72716it [05:45, 238.93it/s]
72746it [05:45, 242.42it/s]
72777it [05:45, 258.92it/s]
72805it [05:45, 264.59it/s]
72832it [05:45, 265.58it/s]
72859it [05:45, 261.11it/s]
72886it [05:45, 249.50it/s]
72912it [05:46, 251.60it/s]
72940it [05:46, 259.37it/s]
72967it [05:46, 255.99it/s]
72997it [05:46, 266.47it/s]
73025it [05:46, 268.35it/s]
73053it [05:46, 268.55it/s]
73084it [05:46, 276.46it/s]
73112it [05:46, 260.20it/s]
73141it [05:46, 266.26it/s]
73168it [05:47, 253.87it/s]
73194it [05:47, 227.11it/s]
73218it [05:47, 216.34it/s]
73241it [05:47, 217.34it/s]
73267it [05:47, 228.75it/s]
73294it [05:47, 238.05it/s]
73328it [05:47, 265.88it/s]
73355it [05:47, 264.54it/s]
73383it [05:47, 266.23it/s]
73410it [05:48, 264.71it/s]
73437it [05:48, 265.86it/s]
73464it [05:48, 262.69it/s]
73495it [05:48, 274.58it/s]
73523it [05:48, 266.54it/s]
73551it [05:48, 268.68it/s]
73578it [05:48, 267.26it/s]
73608it [05:48, 276.59it/s]
73636it [05:48, 274.35it/s]
73664it [05:48, 273.54it/s]
73692it [05:49, 268.93it/s]
73719it [05:49, 253.44it/s]
73745it [05:49, 234.30it/s]
73769it [05:49, 225.25it/s]
73802it [05:49, 248.78it/s]
73832it [05:49, 259.74it/s]
73863it [05:49, 272.21it/s]
73893it [05:49, 279.57it/s]
73922it [05:49, 272.52it/s]
73951it [05:50, 277.23it/s]
73984it [05:50, 291.65it/s]
74014it [05:50, 286.47it/s]
74043it [05:50, 281.75it/s]
74072it [05:50, 267.37it/s]
74099it [05:50, 266.03it/s]
74127it [05:50, 265.95it/s]
74160it [05:50, 282.36it/s]
74192it [05:50, 291.74it/s]
74222it [05:51, 279.91it/s]
74251it [05:51, 260.38it/s]
74278it [05:51, 228.04it/s]
74302it [05:51, 197.72it/s]
74335it [05:51, 227.82it/s]
74364it [05:51, 242.88it/s]
74393it [05:51, 255.09it/s]
74422it [05:51, 263.50it/s]
74450it [05:52, 258.52it/s]
74478it [05:52, 262.25it/s]
74507it [05:52, 267.99it/s]
74535it [05:52, 261.15it/s]
74563it [05:52, 265.44it/s]
74591it [05:52, 269.44it/s]
74621it [05:52, 275.06it/s]
74652it [05:52, 284.45it/s]
74681it [05:52, 283.30it/s]
74714it [05:52, 294.87it/s]
74746it [05:53, 301.05it/s]
74777it [05:53, 281.25it/s]
74806it [05:53, 235.71it/s]
74831it [05:53, 227.90it/s]
74857it [05:53, 234.00it/s]
74885it [05:53, 245.24it/s]
74916it [05:53, 262.29it/s]
74944it [05:53, 266.01it/s]
74972it [05:53, 269.36it/s]
75000it [05:54, 272.36it/s]
75030it [05:54, 278.20it/s]
75058it [05:54, 273.54it/s]
75086it [05:54, 262.62it/s]
75113it [05:54, 251.38it/s]
75139it [05:54, 247.58it/s]
75166it [05:54, 251.38it/s]
75192it [05:54, 244.42it/s]
75221it [05:54, 253.81it/s]
75250it [05:55, 261.14it/s]
75281it [05:55, 274.20it/s]
75313it [05:55, 284.38it/s]
75342it [05:55, 264.73it/s]
75369it [05:55, 214.45it/s]
75394it [05:55, 222.43it/s]
75426it [05:55, 246.92it/s]
75453it [05:55, 245.07it/s]
75482it [05:55, 256.79it/s]
75511it [05:56, 263.96it/s]
75538it [05:56, 257.70it/s]
75565it [05:56, 260.72it/s]
75592it [05:56, 247.91it/s]
75626it [05:56, 271.71it/s]
75654it [05:56, 270.87it/s]
75682it [05:56, 266.44it/s]
75709it [05:56, 252.43it/s]
75736it [05:56, 256.99it/s]
75763it [05:57, 258.94it/s]
75790it [05:57, 260.19it/s]
75818it [05:57, 246.14it/s]
75843it [05:57, 220.46it/s]
75870it [05:57, 233.12it/s]
75894it [05:57, 232.06it/s]
75923it [05:57, 246.44it/s]
75949it [05:57, 246.71it/s]
75974it [05:57, 244.88it/s]
76002it [05:58, 253.94it/s]
76032it [05:58, 265.71it/s]
76061it [05:58, 269.36it/s]
76095it [05:58, 288.98it/s]
76125it [05:58, 284.28it/s]
76155it [05:58, 287.98it/s]
76184it [05:58, 281.21it/s]
76213it [05:58, 264.89it/s]
76240it [05:58, 233.38it/s]
76265it [05:59, 236.43it/s]
76290it [05:59, 230.58it/s]
76314it [05:59, 224.27it/s]
76340it [05:59, 230.65it/s]
76368it [05:59, 244.04it/s]
76397it [05:59, 255.79it/s]
76428it [05:59, 270.25it/s]
76462it [05:59, 289.08it/s]
76497it [05:59, 306.21it/s]
76532it [05:59, 316.48it/s]
76564it [06:00, 288.66it/s]
76594it [06:00, 272.61it/s]
76622it [06:00, 268.75it/s]
76650it [06:00, 252.66it/s]
76676it [06:00, 215.74it/s]
76701it [06:00, 222.79it/s]
76729it [06:00, 235.96it/s]
76754it [06:00, 233.15it/s]
76783it [06:01, 247.95it/s]
76811it [06:01, 256.41it/s]
76840it [06:01, 264.86it/s]
76868it [06:01, 265.12it/s]
76898it [06:01, 273.88it/s]
76926it [06:01, 269.49it/s]
76960it [06:01, 289.74it/s]
76999it [06:01, 317.05it/s]
77031it [06:01, 283.19it/s]
77061it [06:02, 265.84it/s]
77089it [06:02, 212.45it/s]
77115it [06:02, 222.57it/s]
77142it [06:02, 233.44it/s]
77169it [06:02, 241.76it/s]
77195it [06:02, 246.46it/s]
77223it [06:02, 255.56it/s]
77253it [06:02, 267.98it/s]
77281it [06:02, 255.23it/s]
77308it [06:03, 188.09it/s]
77338it [06:03, 212.45it/s]
77363it [06:03, 205.26it/s]
77386it [06:03, 208.11it/s]
77409it [06:03, 203.18it/s]
77431it [06:03, 158.65it/s]
77449it [06:04, 161.05it/s]
77467it [06:04, 161.66it/s]
77485it [06:04, 133.58it/s]
77513it [06:04, 165.67it/s]
77540it [06:04, 190.31it/s]
77565it [06:04, 204.93it/s]
77590it [06:04, 215.36it/s]
77614it [06:04, 221.05it/s]
77642it [06:04, 235.74it/s]
77671it [06:05, 250.65it/s]
77699it [06:05, 259.11it/s]
77726it [06:05, 259.38it/s]
77755it [06:05, 268.26it/s]
77783it [06:05, 263.98it/s]
77810it [06:05, 246.93it/s]
77836it [06:05, 243.32it/s]
77861it [06:05, 232.52it/s]
77890it [06:05, 246.85it/s]
77917it [06:06, 252.90it/s]
77946it [06:06, 261.98it/s]
77973it [06:06, 259.58it/s]
78005it [06:06, 275.67it/s]
78033it [06:06, 264.46it/s]
78060it [06:06, 255.00it/s]
78086it [06:06, 252.69it/s]
78112it [06:06, 245.24it/s]
78137it [06:06, 243.19it/s]
78163it [06:06, 247.82it/s]
78188it [06:07, 244.55it/s]
78213it [06:07, 245.72it/s]
78238it [06:07, 239.80it/s]
78263it [06:07, 241.57it/s]
78288it [06:07, 218.06it/s]
78313it [06:07, 225.52it/s]
78339it [06:07, 234.86it/s]
78366it [06:07, 241.78it/s]
78393it [06:07, 248.43it/s]
78419it [06:08, 244.62it/s]
78444it [06:08, 245.37it/s]
78469it [06:08, 235.56it/s]
78500it [06:08, 254.69it/s]
78527it [06:08, 254.39it/s]
78553it [06:08, 244.60it/s]
78580it [06:08, 251.05it/s]
78607it [06:08, 253.73it/s]
78637it [06:08, 266.07it/s]
78668it [06:09, 277.18it/s]
78698it [06:09, 282.83it/s]
78727it [06:09, 279.89it/s]
78756it [06:09, 268.82it/s]
78784it [06:09, 262.60it/s]
78811it [06:09, 262.25it/s]
78838it [06:09, 257.66it/s]
78864it [06:09, 254.12it/s]
78890it [06:09, 221.01it/s]
78913it [06:10, 210.35it/s]
78945it [06:10, 238.08it/s]
78977it [06:10, 257.30it/s]
79010it [06:10, 275.78it/s]
79041it [06:10, 285.04it/s]
79072it [06:10, 292.07it/s]
79102it [06:10, 279.66it/s]
79131it [06:10, 278.68it/s]
79160it [06:10, 275.92it/s]
79188it [06:10, 269.06it/s]
79216it [06:11, 266.47it/s]
79243it [06:11, 253.97it/s]
79274it [06:11, 268.21it/s]
79303it [06:11, 271.61it/s]
79333it [06:11, 279.16it/s]
79364it [06:11, 287.84it/s]
79393it [06:11, 284.59it/s]
79422it [06:11, 276.18it/s]
79450it [06:11, 259.99it/s]
79477it [06:12, 245.31it/s]
79502it [06:12, 219.51it/s]
79532it [06:12, 239.12it/s]
79569it [06:12, 271.77it/s]
79603it [06:12, 287.76it/s]
79639it [06:12, 305.68it/s]
79672it [06:12, 311.89it/s]
79704it [06:12, 312.84it/s]
79736it [06:12, 307.25it/s]
79767it [06:13, 300.16it/s]
79798it [06:13, 293.91it/s]
79828it [06:13, 290.06it/s]
79858it [06:13, 288.89it/s]
79888it [06:13, 289.58it/s]
79918it [06:13, 278.76it/s]
79947it [06:13, 277.91it/s]
79975it [06:13, 269.69it/s]
80011it [06:13, 294.50it/s]
80041it [06:14, 291.80it/s]
80071it [06:14, 284.10it/s]
80100it [06:14, 272.43it/s]
80128it [06:14, 238.66it/s]
80163it [06:14, 266.10it/s]
80195it [06:14, 278.05it/s]
80230it [06:14, 297.10it/s]
80261it [06:14, 293.78it/s]
80293it [06:14, 295.89it/s]
80324it [06:15, 296.44it/s]
80360it [06:15, 313.53it/s]
80392it [06:15, 299.02it/s]
80423it [06:15, 295.86it/s]
80453it [06:15, 288.38it/s]
80482it [06:15, 279.50it/s]
80511it [06:15, 273.93it/s]
80539it [06:15, 258.36it/s]
80566it [06:15, 259.88it/s]
80595it [06:16, 267.04it/s]
80626it [06:16, 277.79it/s]
80657it [06:16, 283.57it/s]
80686it [06:16, 276.66it/s]
80714it [06:16, 239.54it/s]
80746it [06:16, 260.47it/s]
80775it [06:16, 267.51it/s]
80806it [06:16, 277.71it/s]
80840it [06:16, 294.97it/s]
80870it [06:17, 295.57it/s]
80903it [06:17, 305.34it/s]
80934it [06:17, 292.15it/s]
80964it [06:17, 285.91it/s]
80993it [06:17, 284.48it/s]
81022it [06:17, 271.95it/s]
81050it [06:17, 272.41it/s]
81078it [06:17, 259.88it/s]
81105it [06:17, 247.82it/s]
81130it [06:18, 236.29it/s]
81156it [06:18, 242.38it/s]
81186it [06:18, 256.42it/s]
81215it [06:18, 265.06it/s]
81247it [06:18, 280.39it/s]
81276it [06:18, 234.94it/s]
81308it [06:18, 256.49it/s]
81341it [06:18, 275.24it/s]
81376it [06:18, 295.65it/s]
81407it [06:19, 291.34it/s]
81437it [06:19, 285.43it/s]
81467it [06:19, 286.34it/s]
81496it [06:19, 276.90it/s]
81524it [06:19, 268.35it/s]
81554it [06:19, 276.86it/s]
81582it [06:19, 270.97it/s]
81610it [06:19, 272.37it/s]
81638it [06:19, 270.82it/s]
81666it [06:19, 269.99it/s]
81694it [06:20, 264.36it/s]
81721it [06:20, 255.24it/s]
81747it [06:20, 252.50it/s]
81774it [06:20, 255.71it/s]
81805it [06:20, 267.73it/s]
81832it [06:20, 232.41it/s]
81865it [06:20, 257.91it/s]
81895it [06:20, 268.07it/s]
81923it [06:20, 271.14it/s]
81951it [06:21, 268.25it/s]
81979it [06:21, 256.93it/s]
82007it [06:21, 262.28it/s]
82034it [06:21, 259.63it/s]
82061it [06:21, 262.16it/s]
82089it [06:21, 266.39it/s]
82117it [06:21, 265.99it/s]
82147it [06:21, 275.66it/s]
82176it [06:21, 275.79it/s]
82206it [06:22, 280.57it/s]
82235it [06:22, 266.39it/s]
82266it [06:22, 276.97it/s]
82296it [06:22, 281.44it/s]
82325it [06:22, 264.60it/s]
82352it [06:22, 239.36it/s]
82377it [06:22, 234.19it/s]
82401it [06:22, 217.92it/s]
82427it [06:22, 228.69it/s]
82455it [06:23, 241.12it/s]
82480it [06:23, 240.11it/s]
82509it [06:23, 252.95it/s]
82535it [06:23, 237.82it/s]
82563it [06:23, 248.99it/s]
82592it [06:23, 259.96it/s]
82619it [06:23, 261.72it/s]
82648it [06:23, 267.15it/s]
82676it [06:23, 270.56it/s]
82706it [06:23, 279.11it/s]
82738it [06:24, 288.81it/s]
82767it [06:24, 285.36it/s]
82796it [06:24, 284.47it/s]
82825it [06:24, 273.65it/s]
82853it [06:24, 256.35it/s]
82880it [06:24, 258.43it/s]
82907it [06:24, 247.63it/s]
82933it [06:24, 248.39it/s]
82960it [06:24, 254.32it/s]
82986it [06:25, 255.67it/s]
83012it [06:25, 250.39it/s]
83038it [06:25, 251.87it/s]
83065it [06:25, 251.80it/s]
83092it [06:25, 252.93it/s]
83120it [06:25, 260.08it/s]
83149it [06:25, 267.67it/s]
83176it [06:25, 267.88it/s]
83208it [06:25, 281.75it/s]
83238it [06:25, 284.94it/s]
83267it [06:26, 286.40it/s]
83296it [06:26, 286.51it/s]
83325it [06:26, 263.80it/s]
83352it [06:26, 252.44it/s]
83378it [06:26, 207.13it/s]
83407it [06:26, 226.71it/s]
83432it [06:26, 230.68it/s]
83464it [06:26, 251.71it/s]
83491it [06:27, 256.31it/s]
83523it [06:27, 273.18it/s]
83554it [06:27, 281.73it/s]
83583it [06:27, 265.47it/s]
83611it [06:27, 222.33it/s]
83635it [06:27, 205.71it/s]
83659it [06:27, 210.96it/s]
83684it [06:27, 220.06it/s]
83711it [06:27, 231.59it/s]
83735it [06:28, 232.53it/s]
83763it [06:28, 245.79it/s]
83788it [06:28, 199.23it/s]
83810it [06:28, 178.49it/s]
83830it [06:28, 164.62it/s]
83850it [06:28, 170.00it/s]
83870it [06:28, 169.02it/s]
83888it [06:29, 164.72it/s]
83905it [06:29, 140.32it/s]
83924it [06:29, 150.93it/s]
83953it [06:29, 182.74it/s]
83973it [06:29, 178.10it/s]
83992it [06:29, 158.29it/s]
84009it [06:29, 142.18it/s]
84027it [06:29, 151.02it/s]
84055it [06:30, 183.56it/s]
84078it [06:30, 195.67it/s]
84106it [06:30, 215.54it/s]
84131it [06:30, 224.07it/s]
84156it [06:30, 229.32it/s]
84184it [06:30, 242.06it/s]
84209it [06:30, 238.11it/s]
84236it [06:30, 246.04it/s]
84261it [06:30, 240.14it/s]
84286it [06:30, 239.95it/s]
84311it [06:31, 230.05it/s]
84335it [06:31, 232.38it/s]
84359it [06:31, 228.58it/s]
84382it [06:31, 221.76it/s]
84406it [06:31, 225.84it/s]
84429it [06:31, 221.48it/s]
84452it [06:31, 218.64it/s]
84476it [06:31, 223.52it/s]
84502it [06:31, 231.28it/s]
84529it [06:32, 242.40it/s]
84556it [06:32, 246.05it/s]
84585it [06:32, 258.08it/s]
84613it [06:32, 261.84it/s]
84640it [06:32, 243.64it/s]
84668it [06:32, 253.02it/s]
84695it [06:32, 256.51it/s]
84721it [06:32, 241.00it/s]
84746it [06:32, 233.15it/s]
84770it [06:33, 231.91it/s]
84796it [06:33, 239.51it/s]
84821it [06:33, 236.43it/s]
84848it [06:33, 243.15it/s]
84873it [06:33, 244.07it/s]
84898it [06:33, 240.22it/s]
84923it [06:33, 241.35it/s]
84951it [06:33, 250.17it/s]
84977it [06:33, 230.61it/s]
85005it [06:33, 243.93it/s]
85030it [06:34, 240.38it/s]
85055it [06:34, 242.67it/s]
85080it [06:34, 231.25it/s]
85108it [06:34, 244.09it/s]
85134it [06:34, 247.09it/s]
85159it [06:34, 242.94it/s]
85190it [06:34, 260.85it/s]
85228it [06:34, 293.10it/s]
85258it [06:34, 294.41it/s]
85294it [06:35, 311.91it/s]
85326it [06:35, 287.75it/s]
85356it [06:35, 278.17it/s]
85385it [06:35, 281.13it/s]
85414it [06:35, 272.76it/s]
85442it [06:35, 274.00it/s]
85471it [06:35, 278.47it/s]
85499it [06:35, 271.16it/s]
85528it [06:35, 274.59it/s]
85556it [06:36, 274.21it/s]
85584it [06:36, 257.76it/s]
85611it [06:36, 255.52it/s]
85637it [06:36, 244.22it/s]
85662it [06:36, 222.72it/s]
85692it [06:36, 238.79it/s]
85724it [06:36, 259.57it/s]
85757it [06:36, 277.28it/s]
85789it [06:36, 288.09it/s]
85819it [06:37, 286.65it/s]
85856it [06:37, 308.03it/s]
85889it [06:37, 313.35it/s]
85921it [06:37, 297.41it/s]
85952it [06:37, 288.43it/s]
85982it [06:37, 287.39it/s]
86011it [06:37, 280.12it/s]
86042it [06:37, 287.08it/s]
86072it [06:37, 286.57it/s]
86102it [06:37, 289.87it/s]
86135it [06:38, 301.04it/s]
86167it [06:38, 302.12it/s]
86198it [06:38, 291.24it/s]
86228it [06:38, 255.49it/s]
86259it [06:38, 268.52it/s]
86294it [06:38, 290.29it/s]
86327it [06:38, 300.41it/s]
86362it [06:38, 314.41it/s]
86394it [06:38, 312.00it/s]
86428it [06:39, 318.75it/s]
86464it [06:39, 328.18it/s]
86498it [06:39, 325.75it/s]
86531it [06:39, 300.56it/s]
86562it [06:39, 294.76it/s]
86592it [06:39, 290.37it/s]
86622it [06:39, 271.06it/s]
86650it [06:39, 270.73it/s]
86678it [06:39, 266.73it/s]
86705it [06:40, 257.70it/s]
86733it [06:40, 263.45it/s]
86762it [06:40, 270.19it/s]
86795it [06:40, 286.22it/s]
86831it [06:40, 306.71it/s]
86863it [06:40, 310.26it/s]
86895it [06:40, 285.76it/s]
86927it [06:40, 294.68it/s]
86962it [06:40, 306.42it/s]
86993it [06:41, 302.95it/s]
87028it [06:41, 315.07it/s]
87061it [06:41, 315.93it/s]
87093it [06:41, 315.81it/s]
87125it [06:41, 313.23it/s]
87157it [06:41, 309.70it/s]
87189it [06:41, 293.65it/s]
87219it [06:41, 289.46it/s]
87249it [06:41, 279.15it/s]
87278it [06:42, 269.14it/s]
87306it [06:42, 263.35it/s]
87333it [06:42, 254.39it/s]
87360it [06:42, 258.04it/s]
87386it [06:42, 249.90it/s]
87413it [06:42, 251.48it/s]
87443it [06:42, 264.88it/s]
87475it [06:42, 278.76it/s]
87503it [06:42, 260.07it/s]
87534it [06:42, 272.43it/s]
87562it [06:43, 259.41it/s]
87590it [06:43, 264.78it/s]
87623it [06:43, 282.85it/s]
87654it [06:43, 289.40it/s]
87685it [06:43, 294.61it/s]
87719it [06:43, 307.40it/s]
87753it [06:43, 314.39it/s]
87785it [06:43, 302.18it/s]
87816it [06:43, 285.70it/s]
87845it [06:44, 282.13it/s]
87874it [06:44, 274.77it/s]
87902it [06:44, 265.59it/s]
87932it [06:44, 274.11it/s]
87961it [06:44, 277.73it/s]
87991it [06:44, 283.17it/s]
88023it [06:44, 290.89it/s]
88053it [06:44, 266.94it/s]
88081it [06:44, 263.35it/s]
88113it [06:45, 276.90it/s]
88142it [06:45, 278.14it/s]
88171it [06:45, 280.90it/s]
88201it [06:45, 285.21it/s]
88235it [06:45, 300.29it/s]
88266it [06:45, 289.31it/s]
88297it [06:45, 294.03it/s]
88327it [06:45, 286.38it/s]
88356it [06:45, 283.56it/s]
88385it [06:46, 274.24it/s]
88413it [06:46, 261.49it/s]
88442it [06:46, 268.58it/s]
88470it [06:46, 264.92it/s]
88497it [06:46, 261.95it/s]
88524it [06:46, 225.20it/s]
88548it [06:46, 218.80it/s]
88572it [06:46, 223.71it/s]
88600it [06:46, 237.24it/s]
88630it [06:47, 254.48it/s]
88660it [06:47, 267.26it/s]
88688it [06:47, 265.45it/s]
88715it [06:47, 264.11it/s]
88742it [06:47, 264.14it/s]
88771it [06:47, 269.57it/s]
88799it [06:47, 271.33it/s]
88827it [06:47, 260.03it/s]
88858it [06:47, 273.70it/s]
88887it [06:47, 275.74it/s]
88917it [06:48, 282.34it/s]
88947it [06:48, 277.11it/s]
88975it [06:48, 274.21it/s]
89003it [06:48, 266.93it/s]
89031it [06:48, 269.63it/s]
89063it [06:48, 282.82it/s]
89092it [06:48, 280.71it/s]
89123it [06:48, 286.82it/s]
89152it [06:48, 278.46it/s]
89180it [06:49, 236.18it/s]
89205it [06:49, 236.97it/s]
89237it [06:49, 257.17it/s]
89266it [06:49, 264.58it/s]
89295it [06:49, 270.48it/s]
89323it [06:49, 261.73it/s]
89350it [06:49, 246.32it/s]
89381it [06:49, 263.49it/s]
89408it [06:49, 256.80it/s]
89438it [06:50, 267.13it/s]
89468it [06:50, 275.25it/s]
89498it [06:50, 282.10it/s]
89527it [06:50, 258.08it/s]
89554it [06:50, 229.48it/s]
89581it [06:50, 237.16it/s]
89608it [06:50, 243.40it/s]
89633it [06:50, 244.12it/s]
89658it [06:50, 220.63it/s]
89686it [06:51, 236.13it/s]
89720it [06:51, 262.69it/s]
89750it [06:51, 272.01it/s]
89782it [06:51, 283.45it/s]
89811it [06:51, 272.87it/s]
89839it [06:51, 269.82it/s]
89867it [06:51, 268.79it/s]
89895it [06:51, 231.17it/s]
89921it [06:51, 237.04it/s]
89946it [06:52, 224.91it/s]
89970it [06:52, 224.63it/s]
89993it [06:52, 212.95it/s]
90015it [06:52, 198.26it/s]
90044it [06:52, 221.25it/s]
90077it [06:52, 245.71it/s]
90110it [06:52, 268.11it/s]
90138it [06:52, 208.17it/s]
90162it [06:53, 196.82it/s]
90184it [06:53, 193.31it/s]
90205it [06:53, 193.71it/s]
90228it [06:53, 201.65it/s]
90249it [06:53, 192.20it/s]
90269it [06:53, 194.18it/s]
90289it [06:53, 187.49it/s]
90309it [06:53, 189.28it/s]
90329it [06:54, 150.83it/s]
90346it [06:54, 153.04it/s]
90363it [06:54, 141.33it/s]
90378it [06:54, 132.83it/s]
90392it [06:54, 126.94it/s]
90417it [06:54, 157.01it/s]
90448it [06:54, 192.64it/s]
90475it [06:54, 212.13it/s]
90502it [06:55, 227.32it/s]
90526it [06:55, 230.22it/s]
90550it [06:55, 230.10it/s]
90576it [06:55, 235.58it/s]
90604it [06:55, 245.69it/s]
90633it [06:55, 255.65it/s]
90659it [06:55, 254.18it/s]
90686it [06:55, 257.48it/s]
90712it [06:55, 258.12it/s]
90738it [06:55, 256.15it/s]
90764it [06:56, 245.93it/s]
90789it [06:56, 232.69it/s]
90813it [06:56, 228.19it/s]
90836it [06:56, 227.45it/s]
90859it [06:56, 227.13it/s]
90883it [06:56, 229.37it/s]
90910it [06:56, 238.54it/s]
90934it [06:56, 227.53it/s]
90960it [06:56, 235.21it/s]
90984it [06:57, 231.56it/s]
91008it [06:57, 220.01it/s]
91033it [06:57, 220.73it/s]
91056it [06:57, 218.44it/s]
91078it [06:57, 218.65it/s]
91106it [06:57, 232.43it/s]
91130it [06:57, 229.79it/s]
91155it [06:57, 235.45it/s]
91182it [06:57, 243.41it/s]
91208it [06:57, 246.74it/s]
91235it [06:58, 250.27it/s]
91261it [06:58, 244.78it/s]
91288it [06:58, 251.74it/s]
91315it [06:58, 256.34it/s]
91341it [06:58, 252.89it/s]
91367it [06:58, 248.70it/s]
91392it [06:58, 247.00it/s]
91417it [06:58, 244.67it/s]
91443it [06:58, 248.45it/s]
91468it [06:59, 248.50it/s]
91494it [06:59, 251.56it/s]
91523it [06:59, 260.41it/s]
91555it [06:59, 277.04it/s]
91586it [06:59, 286.01it/s]
91615it [06:59, 279.44it/s]
91643it [06:59, 276.51it/s]
91671it [06:59, 276.75it/s]
91699it [06:59, 270.66it/s]
91732it [06:59, 287.51it/s]
91769it [07:00, 310.31it/s]
91804it [07:00, 317.53it/s]
91838it [07:00, 323.78it/s]
91871it [07:00, 304.25it/s]
91902it [07:00, 278.03it/s]
91931it [07:00, 273.36it/s]
91959it [07:00, 272.58it/s]
91987it [07:00, 274.29it/s]
92018it [07:00, 282.74it/s]
92048it [07:01, 285.98it/s]
92077it [07:01, 279.51it/s]
92106it [07:01, 280.79it/s]
92139it [07:01, 294.09it/s]
92171it [07:01, 299.30it/s]
92205it [07:01, 309.52it/s]
92237it [07:01, 311.56it/s]
92276it [07:01, 334.25it/s]
92313it [07:01, 340.08it/s]
92350it [07:01, 346.03it/s]
92385it [07:02, 339.08it/s]
92419it [07:02, 297.62it/s]
92450it [07:02, 285.63it/s]
92480it [07:02, 270.59it/s]
92508it [07:02, 256.90it/s]
92535it [07:02, 251.41it/s]
92564it [07:02, 260.26it/s]
92591it [07:02, 260.00it/s]
92623it [07:03, 275.74it/s]
92657it [07:03, 292.96it/s]
92693it [07:03, 310.62it/s]
92725it [07:03, 312.33it/s]
92759it [07:03, 318.18it/s]
92799it [07:03, 341.01it/s]
92834it [07:03, 319.63it/s]
92869it [07:03, 318.67it/s]
92906it [07:03, 332.11it/s]
92940it [07:03, 322.38it/s]
92973it [07:04, 313.05it/s]
93005it [07:04, 306.69it/s]
93036it [07:04, 296.18it/s]
93066it [07:04, 291.83it/s]
93096it [07:04, 275.86it/s]
93124it [07:04, 273.52it/s]
93152it [07:04, 251.38it/s]
93178it [07:04, 251.76it/s]
93204it [07:05, 235.03it/s]
93228it [07:05, 234.37it/s]
93255it [07:05, 243.38it/s]
93290it [07:05, 272.70it/s]
93323it [07:05, 285.54it/s]
93357it [07:05, 299.48it/s]
93388it [07:05, 295.76it/s]
93420it [07:05, 302.71it/s]
93453it [07:05, 309.18it/s]
93485it [07:05, 308.44it/s]
93516it [07:06, 306.66it/s]
93547it [07:06, 301.97it/s]
93578it [07:06, 301.08it/s]
93611it [07:06, 306.87it/s]
93642it [07:06, 298.90it/s]
93672it [07:06, 297.72it/s]
93702it [07:06, 281.71it/s]
93731it [07:06, 277.24it/s]
93763it [07:06, 289.21it/s]
93793it [07:07, 276.41it/s]
93821it [07:07, 273.66it/s]
93850it [07:07, 277.25it/s]
93885it [07:07, 295.76it/s]
93915it [07:07, 296.61it/s]
93945it [07:07, 287.55it/s]
93974it [07:07, 279.11it/s]
94008it [07:07, 292.86it/s]
94042it [07:07, 304.28it/s]
94074it [07:07, 306.03it/s]
94106it [07:08, 309.37it/s]
94138it [07:08, 281.98it/s]
94167it [07:08, 268.38it/s]
94197it [07:08, 275.78it/s]
94225it [07:08, 275.04it/s]
94254it [07:08, 279.07it/s]
94284it [07:08, 283.50it/s]
94313it [07:08, 262.75it/s]
94341it [07:08, 267.40it/s]
94369it [07:09, 261.99it/s]
94397it [07:09, 265.39it/s]
94424it [07:09, 249.93it/s]
94459it [07:09, 274.09it/s]
94493it [07:09, 291.69it/s]
94523it [07:09, 290.76it/s]
94554it [07:09, 292.52it/s]
94584it [07:09, 282.34it/s]
94613it [07:09, 280.64it/s]
94643it [07:10, 284.40it/s]
94672it [07:10, 278.91it/s]
94700it [07:10, 259.69it/s]
94727it [07:10, 260.28it/s]
94754it [07:10, 253.18it/s]
94782it [07:10, 260.13it/s]
94811it [07:10, 264.61it/s]
94845it [07:10, 285.66it/s]
94874it [07:10, 283.01it/s]
94903it [07:10, 281.73it/s]
94932it [07:11, 238.31it/s]
94958it [07:11, 241.27it/s]
94984it [07:11, 245.32it/s]
95015it [07:11, 261.93it/s]
95042it [07:11, 263.14it/s]
95069it [07:11, 255.97it/s]
95095it [07:11, 249.67it/s]
95125it [07:11, 263.23it/s]
95152it [07:11, 261.42it/s]
95181it [07:12, 268.84it/s]
95209it [07:12, 271.61it/s]
95237it [07:12, 260.64it/s]
95265it [07:12, 265.93it/s]
95292it [07:12, 231.35it/s]
95319it [07:12, 240.37it/s]
95350it [07:12, 253.02it/s]
95380it [07:12, 265.58it/s]
95408it [07:13, 257.79it/s]
95435it [07:13, 258.68it/s]
95462it [07:13, 252.90it/s]
95491it [07:13, 262.04it/s]
95521it [07:13, 269.34it/s]
95552it [07:13, 279.40it/s]
95581it [07:13, 267.54it/s]
95611it [07:13, 275.38it/s]
95641it [07:13, 281.48it/s]
95670it [07:13, 274.13it/s]
95698it [07:14, 250.20it/s]
95724it [07:14, 245.05it/s]
95750it [07:14, 244.88it/s]
95776it [07:14, 248.66it/s]
95806it [07:14, 260.89it/s]
95833it [07:14, 258.15it/s]
95861it [07:14, 263.13it/s]
95888it [07:14, 259.23it/s]
95915it [07:14, 260.09it/s]
95944it [07:15, 266.48it/s]
95978it [07:15, 286.43it/s]
96007it [07:15, 286.01it/s]
96039it [07:15, 292.60it/s]
96072it [07:15, 301.68it/s]
96103it [07:15, 230.02it/s]
96129it [07:15, 205.47it/s]
96152it [07:15, 206.52it/s]
96175it [07:16, 190.54it/s]
96196it [07:16, 191.90it/s]
96226it [07:16, 217.92it/s]
96253it [07:16, 230.73it/s]
96277it [07:16, 184.68it/s]
96298it [07:16, 157.82it/s]
96316it [07:16, 142.78it/s]
96332it [07:17, 143.71it/s]
96365it [07:17, 185.66it/s]
96398it [07:17, 219.87it/s]
96429it [07:17, 241.36it/s]
96458it [07:17, 254.35it/s]
96485it [07:17, 254.50it/s]
96512it [07:17, 244.65it/s]
96538it [07:17, 239.30it/s]
96567it [07:17, 251.56it/s]
96597it [07:18, 263.99it/s]
96625it [07:18, 266.31it/s]
96652it [07:18, 265.94it/s]
96680it [07:18, 268.00it/s]
96707it [07:18, 267.26it/s]
96734it [07:18, 264.21it/s]
96761it [07:18, 262.72it/s]
96789it [07:18, 264.95it/s]
96816it [07:18, 254.37it/s]
96842it [07:18, 247.16it/s]
96869it [07:19, 252.51it/s]
96899it [07:19, 262.40it/s]
96927it [07:19, 266.74it/s]
96954it [07:19, 258.71it/s]
96981it [07:19, 260.27it/s]
97008it [07:19, 254.02it/s]
97035it [07:19, 256.98it/s]
97061it [07:19, 248.81it/s]
97089it [07:19, 256.47it/s]
97118it [07:20, 265.54it/s]
97146it [07:20, 269.58it/s]
97174it [07:20, 262.62it/s]
97204it [07:20, 272.28it/s]
97232it [07:20, 267.78it/s]
97259it [07:20, 252.39it/s]
97285it [07:20, 248.10it/s]
97310it [07:20, 246.30it/s]
97337it [07:20, 251.00it/s]
97371it [07:20, 275.95it/s]
97399it [07:21, 276.71it/s]
97428it [07:21, 279.03it/s]
97458it [07:21, 283.31it/s]
97492it [07:21, 297.45it/s]
97522it [07:21, 289.52it/s]
97557it [07:21, 306.57it/s]
97596it [07:21, 329.71it/s]
97630it [07:21, 322.29it/s]
97663it [07:21, 317.74it/s]
97695it [07:22, 299.37it/s]
97726it [07:22, 267.19it/s]
97754it [07:22, 261.26it/s]
97782it [07:22, 264.00it/s]
97809it [07:22, 252.85it/s]
97835it [07:22, 249.28it/s]
97861it [07:22, 245.21it/s]
97886it [07:22, 239.55it/s]
97913it [07:22, 245.46it/s]
97940it [07:23, 249.84it/s]
97966it [07:23, 249.17it/s]
97998it [07:23, 266.66it/s]
98034it [07:23, 293.34it/s]
98070it [07:23, 312.13it/s]
98102it [07:23, 310.58it/s]
98136it [07:23, 318.75it/s]
98169it [07:23, 320.15it/s]
98202it [07:23, 306.93it/s]
98233it [07:23, 289.58it/s]
98263it [07:24, 273.50it/s]
98291it [07:24, 272.92it/s]
98319it [07:24, 267.48it/s]
98346it [07:24, 264.60it/s]
98373it [07:24, 260.00it/s]
98400it [07:24, 250.93it/s]
98426it [07:24, 245.17it/s]
98452it [07:24, 248.38it/s]
98480it [07:24, 254.82it/s]
98506it [07:25, 255.69it/s]
98535it [07:25, 257.66it/s]
98563it [07:25, 262.84it/s]
98596it [07:25, 281.52it/s]
98635it [07:25, 310.63it/s]
98671it [07:25, 324.82it/s]
98706it [07:25, 330.55it/s]
98740it [07:25, 330.64it/s]
98774it [07:25, 318.33it/s]
98806it [07:26, 312.14it/s]
98838it [07:26, 300.51it/s]
98869it [07:26, 288.86it/s]
98899it [07:26, 285.11it/s]
98931it [07:26, 291.75it/s]
98962it [07:26, 294.82it/s]
98992it [07:26, 291.72it/s]
99022it [07:26, 289.35it/s]
99051it [07:26, 278.08it/s]
99083it [07:27, 287.45it/s]
99114it [07:27, 293.10it/s]
99144it [07:27, 291.97it/s]
99177it [07:27, 300.09it/s]
99210it [07:27, 307.32it/s]
99241it [07:27, 298.23it/s]
99271it [07:27, 283.77it/s]
99300it [07:27, 279.05it/s]
99329it [07:27, 281.79it/s]
99362it [07:27, 292.42it/s]
99392it [07:28, 290.36it/s]
99423it [07:28, 294.25it/s]
99453it [07:28, 289.80it/s]
99483it [07:28, 287.68it/s]
99514it [07:28, 293.50it/s]
99544it [07:28, 261.82it/s]
99571it [07:28, 261.03it/s]
99598it [07:28, 260.15it/s]
99625it [07:28, 250.73it/s]
99651it [07:29, 246.92it/s]
99683it [07:29, 266.52it/s]
99720it [07:29, 295.71it/s]
99752it [07:29, 298.96it/s]
99783it [07:29, 298.53it/s]
99814it [07:29, 295.01it/s]
99844it [07:29, 285.55it/s]
99876it [07:29, 292.51it/s]
99906it [07:29, 283.63it/s]
99936it [07:30, 287.60it/s]
99971it [07:30, 303.73it/s]
100002it [07:30, 293.64it/s]
100032it [07:30, 261.04it/s]
100059it [07:30, 243.86it/s]
100087it [07:30, 252.08it/s]
100113it [07:30, 250.97it/s]
100141it [07:30, 258.39it/s]
100174it [07:30, 277.73it/s]
100203it [07:31, 267.08it/s]
100231it [07:31, 266.42it/s]
100263it [07:31, 279.33it/s]
100295it [07:31, 289.07it/s]
100325it [07:31, 253.77it/s]
100352it [07:31, 254.30it/s]
100380it [07:31, 259.41it/s]
100407it [07:31, 250.87it/s]
100440it [07:31, 268.80it/s]
100468it [07:32, 257.65it/s]
100500it [07:32, 271.78it/s]
100528it [07:32, 273.47it/s]
100560it [07:32, 282.99it/s]
100591it [07:32, 289.84it/s]
100621it [07:32, 273.10it/s]
100649it [07:32, 273.01it/s]
100682it [07:32, 288.92it/s]
100713it [07:32, 294.40it/s]
100743it [07:32, 294.08it/s]
100773it [07:33, 289.29it/s]
100803it [07:33, 262.02it/s]
100830it [07:33, 251.87it/s]
100856it [07:33, 253.09it/s]
100887it [07:33, 268.06it/s]
100918it [07:33, 279.13it/s]
100947it [07:33, 280.77it/s]
100976it [07:33, 280.20it/s]
101005it [07:33, 279.86it/s]
101034it [07:34, 262.89it/s]
101061it [07:34, 254.36it/s]
101094it [07:34, 274.73it/s]
101125it [07:34, 284.61it/s]
101157it [07:34, 293.88it/s]
101189it [07:34, 297.79it/s]
101219it [07:34, 271.56it/s]
101247it [07:34, 257.74it/s]
101274it [07:34, 255.21it/s]
101300it [07:35, 252.28it/s]
101329it [07:35, 262.02it/s]
101356it [07:35, 247.67it/s]
101382it [07:35, 239.10it/s]
101413it [07:35, 258.11it/s]
101444it [07:35, 265.65it/s]
101471it [07:35, 216.14it/s]
101495it [07:35, 202.25it/s]
101517it [07:36, 195.29it/s]
101551it [07:36, 230.26it/s]
101583it [07:36, 253.35it/s]
101612it [07:36, 261.86it/s]
101640it [07:36, 263.34it/s]
101669it [07:36, 270.55it/s]
101698it [07:36, 275.42it/s]
101726it [07:36, 275.11it/s]
101755it [07:36, 278.02it/s]
101783it [07:36, 277.08it/s]
101811it [07:37, 266.74it/s]
101839it [07:37, 268.33it/s]
101866it [07:37, 259.24it/s]
101895it [07:37, 265.38it/s]
101922it [07:37, 263.98it/s]
101949it [07:37, 255.55it/s]
101977it [07:37, 261.41it/s]
102004it [07:37, 258.38it/s]
102030it [07:37, 255.17it/s]
102056it [07:38, 243.20it/s]
102082it [07:38, 245.34it/s]
102108it [07:38, 248.22it/s]
102135it [07:38, 252.76it/s]
102161it [07:38, 250.80it/s]
102187it [07:38, 251.55it/s]
102214it [07:38, 254.77it/s]
102241it [07:38, 256.80it/s]
102267it [07:38, 256.35it/s]
102295it [07:39, 262.36it/s]
102322it [07:39, 252.87it/s]
102348it [07:39, 248.61it/s]
102375it [07:39, 243.22it/s]
102400it [07:39, 241.12it/s]
102429it [07:39, 252.89it/s]
102455it [07:39, 241.88it/s]
102480it [07:39, 236.63it/s]
102507it [07:39, 241.14it/s]
102532it [07:39, 240.88it/s]
102560it [07:40, 249.97it/s]
102588it [07:40, 257.61it/s]
102614it [07:40, 255.10it/s]
102643it [07:40, 262.71it/s]
102670it [07:40, 263.04it/s]
102699it [07:40, 269.15it/s]
102726it [07:40, 268.70it/s]
102753it [07:40, 257.52it/s]
102779it [07:40, 256.88it/s]
102807it [07:41, 263.07it/s]
102835it [07:41, 263.93it/s]
102863it [07:41, 266.00it/s]
102892it [07:41, 271.32it/s]
102920it [07:41, 262.07it/s]
102947it [07:41, 259.19it/s]
102974it [07:41, 259.20it/s]
103000it [07:41, 253.15it/s]
103026it [07:41, 242.04it/s]
103051it [07:42, 236.41it/s]
103075it [07:42, 235.80it/s]
103104it [07:42, 250.07it/s]
103130it [07:42, 246.17it/s]
103157it [07:42, 250.65it/s]
103183it [07:42, 252.95it/s]
103213it [07:42, 264.82it/s]
103240it [07:42, 265.29it/s]
103272it [07:42, 280.08it/s]
103301it [07:42, 281.33it/s]
103334it [07:43, 295.27it/s]
103365it [07:43, 291.97it/s]
103396it [07:43, 296.27it/s]
103426it [07:43, 296.85it/s]
103459it [07:43, 304.93it/s]
103490it [07:43, 299.36it/s]
103520it [07:43, 293.48it/s]
103550it [07:43, 292.04it/s]
103581it [07:43, 296.10it/s]
103611it [07:43, 293.19it/s]
103641it [07:44, 287.26it/s]
103670it [07:44, 273.73it/s]
103700it [07:44, 279.83it/s]
103731it [07:44, 288.28it/s]
103760it [07:44, 284.16it/s]
103790it [07:44, 287.67it/s]
103819it [07:44, 277.44it/s]
103847it [07:44, 273.54it/s]
103878it [07:44, 283.35it/s]
103907it [07:45, 280.24it/s]
103937it [07:45, 283.12it/s]
103969it [07:45, 292.38it/s]
103999it [07:45, 278.33it/s]
104028it [07:45, 276.83it/s]
104061it [07:45, 288.76it/s]
104090it [07:45, 280.83it/s]
104119it [07:45, 279.07it/s]
104147it [07:45, 277.27it/s]
104175it [07:45, 274.10it/s]
104203it [07:46, 274.01it/s]
104231it [07:46, 257.66it/s]
104262it [07:46, 270.71it/s]
104295it [07:46, 285.70it/s]
104324it [07:46, 282.65it/s]
104354it [07:46, 284.53it/s]
104388it [07:46, 299.63it/s]
104420it [07:46, 302.26it/s]
104451it [07:46, 272.44it/s]
104485it [07:47, 288.30it/s]
104515it [07:47, 286.29it/s]
104545it [07:47, 284.03it/s]
104574it [07:47, 280.84it/s]
104605it [07:47, 288.55it/s]
104635it [07:47, 273.27it/s]
104663it [07:47, 267.68it/s]
104690it [07:47, 267.70it/s]
104720it [07:47, 274.45it/s]
104748it [07:48, 273.12it/s]
104776it [07:48, 274.11it/s]
104804it [07:48, 275.71it/s]
104832it [07:48, 266.09it/s]
104859it [07:48, 260.73it/s]
104886it [07:48, 259.41it/s]
104917it [07:48, 272.81it/s]
104945it [07:48, 271.78it/s]
104973it [07:48, 263.32it/s]
105000it [07:49, 238.46it/s]
105025it [07:49, 225.66it/s]
105053it [07:49, 239.68it/s]
105081it [07:49, 250.46it/s]
105107it [07:49, 246.28it/s]
105132it [07:49, 246.61it/s]
105162it [07:49, 261.44it/s]
105189it [07:49, 258.90it/s]
105218it [07:49, 266.22it/s]
105245it [07:49, 265.94it/s]
105272it [07:50, 262.99it/s]
105301it [07:50, 270.79it/s]
105333it [07:50, 283.16it/s]
105362it [07:50, 281.68it/s]
105391it [07:50, 268.47it/s]
105420it [07:50, 274.17it/s]
105452it [07:50, 286.85it/s]
105481it [07:50, 286.74it/s]
105510it [07:50, 287.08it/s]
105541it [07:51, 293.52it/s]
105571it [07:51, 286.97it/s]
105600it [07:51, 264.43it/s]
105627it [07:51, 241.95it/s]
105652it [07:51, 241.33it/s]
105677it [07:51, 241.72it/s]
105702it [07:51, 240.81it/s]
105729it [07:51, 247.12it/s]
105756it [07:51, 250.86it/s]
105785it [07:52, 259.16it/s]
105816it [07:52, 272.77it/s]
105845it [07:52, 277.67it/s]
105873it [07:52, 272.87it/s]
105904it [07:52, 282.11it/s]
105936it [07:52, 291.80it/s]
105967it [07:52, 296.60it/s]
106000it [07:52, 306.26it/s]
106031it [07:52, 304.09it/s]
106062it [07:52, 302.51it/s]
106093it [07:53, 268.35it/s]
106121it [07:53, 257.93it/s]
106150it [07:53, 265.44it/s]
106177it [07:53, 258.25it/s]
106207it [07:53, 268.36it/s]
106235it [07:53, 255.46it/s]
106262it [07:53, 258.17it/s]
106290it [07:53, 263.25it/s]
106321it [07:53, 270.45it/s]
106349it [07:54, 263.11it/s]
106376it [07:54, 258.81it/s]
106402it [07:54, 251.91it/s]
106428it [07:54, 246.60it/s]
106453it [07:54, 241.78it/s]
106480it [07:54, 247.69it/s]
106506it [07:54, 249.88it/s]
106532it [07:54, 251.84it/s]
106558it [07:54, 245.92it/s]
106583it [07:55, 244.86it/s]
106611it [07:55, 253.70it/s]
106637it [07:55, 249.92it/s]
106663it [07:55, 250.38it/s]
106689it [07:55, 248.22it/s]
106714it [07:55, 238.38it/s]
106741it [07:55, 247.08it/s]
106766it [07:55, 243.77it/s]
106794it [07:55, 251.07it/s]
106822it [07:55, 257.94it/s]
106848it [07:56, 258.46it/s]
106876it [07:56, 263.87it/s]
106903it [07:56, 259.05it/s]
106934it [07:56, 271.04it/s]
106963it [07:56, 273.09it/s]
106991it [07:56, 268.86it/s]
107018it [07:56, 267.93it/s]
107047it [07:56, 270.19it/s]
107076it [07:56, 273.72it/s]
107104it [07:57, 275.20it/s]
107132it [07:57, 273.07it/s]
107160it [07:57, 266.04it/s]
107187it [07:57, 252.86it/s]
107213it [07:57, 250.71it/s]
107244it [07:57, 263.93it/s]
107272it [07:57, 266.73it/s]
107301it [07:57, 270.98it/s]
107329it [07:57, 269.93it/s]
107359it [07:57, 276.48it/s]
107390it [07:58, 284.81it/s]
107419it [07:58, 284.08it/s]
107449it [07:58, 285.99it/s]
107478it [07:58, 282.22it/s]
107507it [07:58, 280.22it/s]
107539it [07:58, 290.17it/s]
107572it [07:58, 300.33it/s]
107603it [07:58, 297.85it/s]
107633it [07:58, 283.93it/s]
107663it [07:59, 288.03it/s]
107692it [07:59, 273.56it/s]
107720it [07:59, 265.88it/s]
107749it [07:59, 271.72it/s]
107778it [07:59, 276.17it/s]
107808it [07:59, 277.60it/s]
107838it [07:59, 283.31it/s]
107867it [07:59, 282.35it/s]
107896it [07:59, 282.79it/s]
107925it [07:59, 281.85it/s]
107955it [08:00, 287.14it/s]
107984it [08:00, 273.64it/s]
108012it [08:00, 269.02it/s]
108040it [08:00, 266.01it/s]
108068it [08:00, 268.23it/s]
108100it [08:00, 282.43it/s]
108133it [08:00, 294.19it/s]
108165it [08:00, 300.44it/s]
108196it [08:00, 298.04it/s]
108226it [08:01, 291.13it/s]
108258it [08:01, 297.09it/s]
108288it [08:01, 292.04it/s]
108318it [08:01, 292.48it/s]
108348it [08:01, 275.71it/s]
108376it [08:01, 268.84it/s]
108404it [08:01, 245.39it/s]
108432it [08:01, 253.51it/s]
108463it [08:01, 266.37it/s]
108494it [08:02, 273.42it/s]
108522it [08:02, 274.87it/s]
108550it [08:02, 272.84it/s]
108578it [08:02, 249.10it/s]
108609it [08:02, 264.92it/s]
108636it [08:02, 255.67it/s]
108664it [08:02, 261.15it/s]
108692it [08:02, 265.94it/s]
108721it [08:02, 272.84it/s]
108751it [08:02, 280.06it/s]
108780it [08:03, 275.19it/s]
108808it [08:03, 273.77it/s]
108836it [08:03, 260.66it/s]
108865it [08:03, 266.59it/s]
108892it [08:03, 245.77it/s]
108917it [08:03, 217.31it/s]
108949it [08:03, 241.35it/s]
108974it [08:03, 242.30it/s]
109000it [08:04, 245.55it/s]
109026it [08:04, 229.13it/s]
109050it [08:04, 214.90it/s]
109072it [08:04, 206.08it/s]
109101it [08:04, 226.82it/s]
109128it [08:04, 236.70it/s]
109159it [08:04, 253.91it/s]
109185it [08:04, 232.75it/s]
109209it [08:04, 209.77it/s]
109231it [08:05, 205.32it/s]
109252it [08:05, 191.59it/s]
109272it [08:05, 183.78it/s]
109291it [08:05, 176.90it/s]
109312it [08:05, 183.28it/s]
109331it [08:05, 171.60it/s]
109351it [08:05, 178.27it/s]
109379it [08:05, 205.56it/s]
109403it [08:05, 214.81it/s]
109425it [08:06, 197.19it/s]
109446it [08:06, 172.45it/s]
109475it [08:06, 199.06it/s]
109497it [08:06, 202.32it/s]
109518it [08:06, 196.03it/s]
109539it [08:06, 178.19it/s]
109569it [08:06, 209.26it/s]
109593it [08:06, 213.63it/s]
109616it [08:07, 205.57it/s]
109645it [08:07, 226.07it/s]
109672it [08:07, 236.77it/s]
109697it [08:07, 237.82it/s]
109722it [08:07, 221.40it/s]
109745it [08:07, 204.21it/s]
109770it [08:07, 215.49it/s]
109796it [08:07, 226.76it/s]
109822it [08:07, 235.01it/s]
109849it [08:08, 242.00it/s]
109875it [08:08, 246.48it/s]
109901it [08:08, 247.17it/s]
109926it [08:08, 217.97it/s]
109954it [08:08, 234.23it/s]
109979it [08:08, 224.19it/s]
110002it [08:08, 209.79it/s]
110025it [08:08, 209.27it/s]
110047it [08:09, 194.66it/s]
110067it [08:09, 193.98it/s]
110087it [08:09, 192.30it/s]
110107it [08:09, 160.87it/s]
110124it [08:09, 147.41it/s]
110141it [08:09, 151.00it/s]
110157it [08:09, 148.77it/s]
110179it [08:09, 165.24it/s]
110196it [08:09, 157.46it/s]
110216it [08:10, 165.60it/s]
110235it [08:10, 171.75it/s]
110254it [08:10, 176.36it/s]
110272it [08:10, 172.82it/s]
110290it [08:10, 155.29it/s]
110312it [08:10, 171.22it/s]
110330it [08:10, 170.00it/s]
110348it [08:10, 164.57it/s]
110365it [08:11, 145.42it/s]
110389it [08:11, 168.23it/s]
110413it [08:11, 186.93it/s]
110436it [08:11, 197.64it/s]
110457it [08:11, 197.03it/s]
110482it [08:11, 211.27it/s]
110504it [08:11, 190.46it/s]
110524it [08:11, 185.73it/s]
110552it [08:11, 210.07it/s]
110577it [08:12, 220.02it/s]
110604it [08:12, 230.65it/s]
110628it [08:12, 228.34it/s]
110652it [08:12, 189.02it/s]
110676it [08:12, 201.10it/s]
110704it [08:12, 218.94it/s]
110730it [08:12, 227.58it/s]
110754it [08:12, 207.24it/s]
110777it [08:12, 212.59it/s]
110806it [08:13, 228.19it/s]
110832it [08:13, 235.87it/s]
110862it [08:13, 252.62it/s]
110888it [08:13, 253.71it/s]
110914it [08:13, 234.34it/s]
110938it [08:13, 218.87it/s]
110961it [08:13, 218.16it/s]
110988it [08:13, 230.68it/s]
111017it [08:13, 245.13it/s]
111047it [08:14, 258.44it/s]
111078it [08:14, 272.61it/s]
111106it [08:14, 270.50it/s]
111134it [08:14, 270.77it/s]
111162it [08:14, 256.30it/s]
111188it [08:14, 249.82it/s]
111214it [08:14, 247.17it/s]
111239it [08:14, 217.56it/s]
111268it [08:14, 234.82it/s]
111296it [08:15, 246.51it/s]
111323it [08:15, 252.56it/s]
111353it [08:15, 258.03it/s]
111381it [08:15, 264.14it/s]
111410it [08:15, 271.49it/s]
111438it [08:15, 261.94it/s]
111465it [08:15, 253.29it/s]
111495it [08:15, 263.92it/s]
111522it [08:15, 249.27it/s]
111548it [08:16, 228.73it/s]
111572it [08:16, 192.29it/s]
111593it [08:16, 184.34it/s]
111613it [08:16, 182.57it/s]
111632it [08:16, 171.55it/s]
111650it [08:16, 152.23it/s]
111666it [08:16, 150.22it/s]
111682it [08:16, 144.61it/s]
111697it [08:17, 135.52it/s]
111711it [08:17, 128.21it/s]
111725it [08:17, 131.00it/s]
111740it [08:17, 133.59it/s]
111757it [08:17, 140.52it/s]
111772it [08:17, 137.29it/s]
111789it [08:17, 136.60it/s]
111803it [08:17, 127.34it/s]
111816it [08:18, 108.97it/s]
111831it [08:18, 118.15it/s]
111847it [08:18, 128.43it/s]
111864it [08:18, 136.10it/s]
111879it [08:18, 129.41it/s]
111900it [08:18, 148.46it/s]
111916it [08:18, 143.96it/s]
111933it [08:18, 150.72it/s]
111951it [08:18, 155.77it/s]
111967it [08:19, 150.53it/s]
111986it [08:19, 160.43it/s]
112003it [08:19, 139.91it/s]
112018it [08:19, 136.26it/s]
112043it [08:19, 165.12it/s]
112066it [08:19, 182.28it/s]
112088it [08:19, 190.67it/s]
112108it [08:19, 180.24it/s]
112127it [08:20, 166.71it/s]
112145it [08:20, 159.90it/s]
112162it [08:20, 157.35it/s]
112178it [08:20, 141.75it/s]
112193it [08:20, 137.20it/s]
112219it [08:20, 166.89it/s]
112247it [08:20, 195.39it/s]
112279it [08:20, 228.96it/s]
112307it [08:20, 242.84it/s]
112333it [08:21, 245.51it/s]
112358it [08:21, 243.42it/s]
112383it [08:21, 186.20it/s]
112404it [08:21, 180.97it/s]
112425it [08:21, 184.56it/s]
112447it [08:21, 192.66it/s]
112468it [08:21, 171.65it/s]
112493it [08:21, 188.83it/s]
112515it [08:22, 193.60it/s]
112539it [08:22, 205.96it/s]
112567it [08:22, 225.87it/s]
112591it [08:22, 214.67it/s]
112614it [08:22, 175.05it/s]
112634it [08:22, 176.10it/s]
112655it [08:22, 184.18it/s]
112678it [08:22, 193.49it/s]
112699it [08:23, 193.92it/s]
112719it [08:23, 181.83it/s]
112738it [08:23, 183.13it/s]
112768it [08:23, 214.74it/s]
112797it [08:23, 233.79it/s]
112822it [08:23, 234.85it/s]
112848it [08:23, 238.37it/s]
112873it [08:23, 221.35it/s]
112896it [08:23, 213.53it/s]
112918it [08:24, 214.30it/s]
112942it [08:24, 219.25it/s]
112966it [08:24, 222.66it/s]
112989it [08:24, 204.95it/s]
113010it [08:24, 183.63it/s]
113035it [08:24, 198.68it/s]
113063it [08:24, 218.23it/s]
113086it [08:24, 218.80it/s]
113109it [08:24, 219.08it/s]
113132it [08:25, 215.60it/s]
113154it [08:25, 207.11it/s]
113175it [08:25, 197.29it/s]
113195it [08:25, 194.86it/s]
113218it [08:25, 203.08it/s]
113239it [08:25, 194.30it/s]
113265it [08:25, 210.24it/s]
113288it [08:25, 214.98it/s]
113314it [08:25, 225.74it/s]
113337it [08:26, 222.46it/s]
113366it [08:26, 239.80it/s]
113391it [08:26, 236.11it/s]
113415it [08:26, 214.20it/s]
113442it [08:26, 227.16it/s]
113469it [08:26, 238.13it/s]
113494it [08:26, 228.96it/s]
113518it [08:26, 214.27it/s]
113540it [08:26, 214.79it/s]
113562it [08:27, 215.78it/s]
113584it [08:27, 216.37it/s]
113606it [08:27, 213.31it/s]
113628it [08:27, 205.71it/s]
113650it [08:27, 204.34it/s]
113672it [08:27, 205.83it/s]
113695it [08:27, 211.42it/s]
113718it [08:27, 216.63it/s]
113745it [08:27, 231.97it/s]
113772it [08:27, 239.82it/s]
113797it [08:28, 235.50it/s]
113821it [08:28, 219.30it/s]
113844it [08:28, 207.47it/s]
113872it [08:28, 226.39it/s]
113896it [08:28, 226.49it/s]
113922it [08:28, 233.51it/s]
113946it [08:28, 227.44it/s]
113970it [08:28, 224.99it/s]
113996it [08:28, 234.09it/s]
114020it [08:29, 234.70it/s]
114044it [08:29, 225.93it/s]
114071it [08:29, 234.61it/s]
114095it [08:29, 229.47it/s]
114119it [08:29, 225.14it/s]
114143it [08:29, 228.41it/s]
114168it [08:29, 233.42it/s]
114192it [08:29, 221.85it/s]
114215it [08:29, 219.46it/s]
114238it [08:30, 133.16it/s]
114256it [08:30, 131.60it/s]
114273it [08:30, 127.72it/s]
114288it [08:30, 114.04it/s]
114301it [08:30, 110.90it/s]
114314it [08:30, 114.70it/s]
114329it [08:31, 121.66it/s]
114342it [08:31, 113.77it/s]
114354it [08:31, 106.02it/s]
114365it [08:31, 90.37it/s]
114376it [08:31, 91.17it/s]
114392it [08:31, 105.72it/s]
114406it [08:31, 112.42it/s]
114420it [08:31, 115.63it/s]
114432it [08:32, 116.72it/s]
114444it [08:32, 106.49it/s]
114455it [08:32, 98.66it/s]
114466it [08:32, 72.61it/s]
114477it [08:32, 78.51it/s]
114490it [08:32, 89.70it/s]
114510it [08:32, 114.01it/s]
114527it [08:33, 126.79it/s]
114541it [08:33, 124.56it/s]
114555it [08:33, 88.72it/s]
114566it [08:33, 79.03it/s]
114585it [08:33, 100.79it/s]
114603it [08:33, 118.32it/s]
114622it [08:33, 135.24it/s]
114638it [08:33, 137.54it/s]
114654it [08:34, 134.54it/s]
114671it [08:34, 143.60it/s]
114687it [08:34, 139.29it/s]
114702it [08:34, 134.66it/s]
114716it [08:34, 110.40it/s]
114734it [08:34, 126.70it/s]
114755it [08:34, 146.83it/s]
114779it [08:34, 170.51it/s]
114804it [08:35, 192.00it/s]
114825it [08:35, 188.86it/s]
114845it [08:35, 162.80it/s]
114868it [08:35, 178.48it/s]
114887it [08:35, 179.97it/s]
114907it [08:35, 183.01it/s]
114926it [08:35, 169.69it/s]
114948it [08:35, 182.00it/s]
114973it [08:35, 199.89it/s]
114999it [08:36, 215.47it/s]
115021it [08:36, 215.00it/s]
115047it [08:36, 223.37it/s]
115070it [08:36, 197.30it/s]
115091it [08:36, 198.95it/s]
115114it [08:36, 206.61it/s]
115136it [08:36, 203.53it/s]
115157it [08:36, 199.00it/s]
115178it [08:36, 196.59it/s]
115205it [08:37, 215.82it/s]
115228it [08:37, 217.20it/s]
115250it [08:37, 180.46it/s]
115270it [08:37, 170.60it/s]
115294it [08:37, 187.23it/s]
115316it [08:37, 193.44it/s]
115337it [08:37, 193.29it/s]
115357it [08:37, 190.47it/s]
115377it [08:38, 188.64it/s]
115397it [08:38, 158.31it/s]
115425it [08:38, 187.68it/s]
115449it [08:38, 200.15it/s]
115471it [08:38, 188.88it/s]
115491it [08:38, 184.10it/s]
115514it [08:38, 195.04it/s]
115535it [08:38, 169.20it/s]
115554it [08:39, 169.33it/s]
115575it [08:39, 178.40it/s]
115599it [08:39, 194.25it/s]
115625it [08:39, 212.27it/s]
115653it [08:39, 229.84it/s]
115677it [08:39, 209.26it/s]
115706it [08:39, 230.30it/s]
115730it [08:39, 231.40it/s]
115760it [08:39, 250.19it/s]
115786it [08:40, 244.10it/s]
115811it [08:40, 244.57it/s]
115836it [08:40, 228.24it/s]
115860it [08:40, 214.05it/s]
115882it [08:40, 190.99it/s]
115902it [08:40, 174.06it/s]
115925it [08:40, 186.53it/s]
115951it [08:40, 205.05it/s]
115980it [08:40, 225.51it/s]
116006it [08:41, 234.57it/s]
116031it [08:41, 224.94it/s]
116054it [08:41, 220.78it/s]
116077it [08:41, 207.28it/s]
116105it [08:41, 225.64it/s]
116129it [08:41, 228.93it/s]
116159it [08:41, 247.44it/s]
116185it [08:41, 245.51it/s]
116210it [08:41, 234.66it/s]
116234it [08:42, 220.61it/s]
116257it [08:42, 213.90it/s]
116279it [08:42, 212.82it/s]
116305it [08:42, 224.71it/s]
116328it [08:42, 213.10it/s]
116352it [08:42, 218.77it/s]
116378it [08:42, 230.05it/s]
116403it [08:42, 233.26it/s]
116427it [08:42, 217.07it/s]
116453it [08:43, 228.39it/s]
116478it [08:43, 234.39it/s]
116502it [08:43, 185.76it/s]
116523it [08:43, 126.22it/s]
116540it [08:43, 103.35it/s]
116554it [08:44, 103.86it/s]
116567it [08:44, 86.71it/s]
116578it [08:44, 87.74it/s]
116589it [08:44, 89.46it/s]
116603it [08:44, 98.98it/s]
116614it [08:44, 101.23it/s]
116625it [08:44, 101.42it/s]
116636it [08:44, 91.36it/s]
116646it [08:45, 77.35it/s]
116655it [08:45, 69.93it/s]
116671it [08:45, 89.37it/s]
116690it [08:45, 108.49it/s]
116705it [08:45, 117.22it/s]
116718it [08:45, 119.82it/s]
116731it [08:45, 106.72it/s]
116743it [08:46, 97.53it/s]
116754it [08:46, 72.67it/s]
116774it [08:46, 97.43it/s]
116794it [08:46, 117.24it/s]
116809it [08:46, 124.66it/s]
116825it [08:46, 131.14it/s]
116840it [08:46, 120.02it/s]
116853it [08:47, 95.53it/s]
116864it [08:47, 69.99it/s]
116874it [08:47, 74.80it/s]
116891it [08:47, 93.73it/s]
116912it [08:47, 118.08it/s]
116933it [08:47, 125.98it/s]
116947it [08:48, 106.59it/s]
116959it [08:48, 83.17it/s]
116972it [08:48, 91.52it/s]
116998it [08:48, 127.10it/s]
117014it [08:48, 133.73it/s]
117031it [08:48, 142.73it/s]
117048it [08:48, 149.61it/s]
117068it [08:48, 162.81it/s]
117088it [08:49, 173.06it/s]
117111it [08:49, 186.09it/s]
117132it [08:49, 191.98it/s]
117153it [08:49, 196.42it/s]
117173it [08:49, 179.08it/s]
117192it [08:49, 154.97it/s]
117209it [08:49, 144.38it/s]
117230it [08:49, 158.71it/s]
117247it [08:50, 140.58it/s]
117266it [08:50, 151.35it/s]
117288it [08:50, 167.39it/s]
117306it [08:50, 170.17it/s]
117326it [08:50, 177.96it/s]
117348it [08:50, 188.62it/s]
117373it [08:50, 202.47it/s]
117394it [08:50, 198.81it/s]
117419it [08:50, 211.95it/s]
117441it [08:50, 195.68it/s]
117462it [08:51, 197.42it/s]
117483it [08:51, 171.66it/s]
117503it [08:51, 175.03it/s]
117522it [08:51, 176.86it/s]
117541it [08:51, 149.65it/s]
117563it [08:51, 164.61it/s]
117582it [08:51, 170.64it/s]
117602it [08:51, 177.81it/s]
117627it [08:52, 196.44it/s]
117651it [08:52, 206.45it/s]
117676it [08:52, 216.64it/s]
117701it [08:52, 224.66it/s]
117724it [08:52, 206.41it/s]
117746it [08:52, 200.58it/s]
117767it [08:52, 201.79it/s]
117788it [08:52, 204.04it/s]
117809it [08:52, 201.01it/s]
117832it [08:53, 209.24it/s]
117854it [08:53, 198.68it/s]
117875it [08:53, 173.24it/s]
117894it [08:53, 167.15it/s]
117916it [08:53, 178.05it/s]
117941it [08:53, 196.25it/s]
117966it [08:53, 209.62it/s]
117988it [08:53, 207.12it/s]
118011it [08:53, 212.29it/s]
118036it [08:54, 219.42it/s]
118061it [08:54, 226.69it/s]
118085it [08:54, 230.03it/s]
118110it [08:54, 235.39it/s]
118134it [08:54, 223.06it/s]
118157it [08:54, 212.07it/s]
118179it [08:54, 213.48it/s]
118201it [08:54, 210.63it/s]
118223it [08:54, 176.69it/s]
118242it [08:55, 166.18it/s]
118267it [08:55, 184.27it/s]
118292it [08:55, 200.16it/s]
118314it [08:55, 205.46it/s]
118336it [08:55, 208.04it/s]
118368it [08:55, 239.07it/s]
118395it [08:55, 245.50it/s]
118420it [08:55, 245.53it/s]
118451it [08:55, 263.24it/s]
118478it [08:56, 253.38it/s]
118504it [08:56, 242.36it/s]
118529it [08:56, 225.34it/s]
118552it [08:56, 197.96it/s]
118573it [08:56, 191.65it/s]
118594it [08:56, 194.07it/s]
118614it [08:56, 194.64it/s]
118639it [08:56, 207.36it/s]
118666it [08:56, 224.54it/s]
118695it [08:57, 238.66it/s]
118723it [08:57, 249.23it/s]
118753it [08:57, 261.91it/s]
118780it [08:57, 254.92it/s]
118806it [08:57, 250.55it/s]
118833it [08:57, 254.29it/s]
118859it [08:57, 243.44it/s]
118884it [08:58, 127.81it/s]
118903it [08:58, 118.61it/s]
118920it [08:58, 111.74it/s]
118935it [08:58, 92.94it/s]
118947it [08:58, 92.59it/s]
118965it [08:59, 106.91it/s]
118982it [08:59, 118.64it/s]
118996it [08:59, 120.10it/s]
119010it [08:59, 91.36it/s]
119021it [08:59, 86.50it/s]
119031it [08:59, 81.54it/s]
119045it [08:59, 92.61it/s]
119062it [09:00, 108.89it/s]
119084it [09:00, 135.45it/s]
119099it [09:00, 138.07it/s]
119114it [09:00, 103.48it/s]
119127it [09:00, 98.73it/s]
119139it [09:00, 95.33it/s]
119159it [09:00, 118.01it/s]
119181it [09:00, 140.80it/s]
119197it [09:01, 143.34it/s]
119216it [09:01, 155.06it/s]
119233it [09:01, 156.73it/s]
119250it [09:01, 120.99it/s]
119264it [09:01, 112.51it/s]
119277it [09:01, 109.55it/s]
119290it [09:01, 113.19it/s]
119312it [09:01, 137.30it/s]
119335it [09:02, 160.12it/s]
119355it [09:02, 168.93it/s]
119373it [09:02, 162.35it/s]
119390it [09:02, 143.98it/s]
119406it [09:02, 116.72it/s]
119419it [09:02, 118.71it/s]
119438it [09:02, 135.13it/s]
119453it [09:02, 138.74it/s]
119473it [09:03, 154.05it/s]
119496it [09:03, 174.51it/s]
119524it [09:03, 201.71it/s]
119545it [09:03, 201.42it/s]
119566it [09:03, 144.25it/s]
119583it [09:03, 144.66it/s]
119600it [09:03, 138.18it/s]
119620it [09:03, 151.66it/s]
119647it [09:04, 179.76it/s]
119667it [09:04, 172.30it/s]
119686it [09:04, 162.85it/s]
119705it [09:04, 168.23it/s]
119723it [09:04, 131.48it/s]
119738it [09:04, 135.40it/s]
119756it [09:04, 145.38it/s]
119776it [09:04, 158.76it/s]
119798it [09:05, 172.75it/s]
119817it [09:05, 168.45it/s]
119835it [09:05, 152.66it/s]
119852it [09:05, 154.28it/s]
119871it [09:05, 163.22it/s]
119888it [09:05, 160.24it/s]
119909it [09:05, 173.07it/s]
119927it [09:05, 155.10it/s]
119944it [09:06, 151.88it/s]
119964it [09:06, 162.52it/s]
119989it [09:06, 186.04it/s]
120010it [09:06, 190.91it/s]
120031it [09:06, 196.29it/s]
120051it [09:06, 193.55it/s]
120071it [09:06, 184.40it/s]
120090it [09:06, 158.45it/s]
120112it [09:06, 172.55it/s]
120132it [09:07, 175.27it/s]
120164it [09:07, 213.98it/s]
120192it [09:07, 230.86it/s]
120217it [09:07, 234.77it/s]
120241it [09:07, 215.23it/s]
120264it [09:07, 183.45it/s]
120284it [09:07, 176.58it/s]
120303it [09:07, 179.49it/s]
120322it [09:08, 171.41it/s]
120340it [09:08, 159.39it/s]
120357it [09:08, 157.94it/s]
120380it [09:08, 174.90it/s]
120401it [09:08, 183.46it/s]
120430it [09:08, 211.09it/s]
120458it [09:08, 226.75it/s]
120483it [09:08, 232.29it/s]
120507it [09:08, 229.94it/s]
120531it [09:09, 212.32it/s]
120553it [09:09, 203.55it/s]
120574it [09:09, 186.95it/s]
120594it [09:09, 181.30it/s]
120613it [09:09, 183.09it/s]
120632it [09:09, 113.34it/s]
120647it [09:10, 103.31it/s]
120660it [09:10, 97.97it/s]
120672it [09:10, 95.85it/s]
120683it [09:10, 95.89it/s]
120694it [09:10, 92.02it/s]
120704it [09:10, 86.44it/s]
120717it [09:10, 88.68it/s]
120731it [09:10, 100.06it/s]
120745it [09:11, 108.56it/s]
120757it [09:11, 86.26it/s]
120773it [09:11, 102.42it/s]
120785it [09:11, 99.73it/s]
120807it [09:11, 128.87it/s]
120826it [09:11, 142.26it/s]
120842it [09:11, 144.21it/s]
120858it [09:12, 111.00it/s]
120871it [09:12, 106.07it/s]
120883it [09:12, 101.72it/s]
120902it [09:12, 120.51it/s]
120925it [09:12, 146.08it/s]
120942it [09:12, 151.88it/s]
120963it [09:12, 166.43it/s]
120984it [09:12, 175.98it/s]
121003it [09:12, 173.84it/s]
121021it [09:13, 122.33it/s]
121037it [09:13, 130.11it/s]
121056it [09:13, 144.04it/s]
121077it [09:13, 160.35it/s]
121097it [09:13, 170.15it/s]
121119it [09:13, 183.21it/s]
121139it [09:13, 179.64it/s]
121158it [09:13, 150.18it/s]
121175it [09:14, 113.67it/s]
121190it [09:14, 118.98it/s]
121208it [09:14, 131.67it/s]
121227it [09:14, 140.34it/s]
121243it [09:14, 140.03it/s]
121258it [09:14, 102.42it/s]
121278it [09:15, 121.56it/s]
121296it [09:15, 133.98it/s]
121312it [09:15, 139.60it/s]
121328it [09:15, 125.99it/s]
121342it [09:15, 127.98it/s]
121356it [09:15, 108.57it/s]
121371it [09:15, 117.68it/s]
121388it [09:15, 127.58it/s]
121402it [09:15, 123.73it/s]
121415it [09:16, 122.01it/s]
121428it [09:16, 114.03it/s]
121440it [09:16, 114.98it/s]
121458it [09:16, 131.81it/s]
121481it [09:16, 158.32it/s]
121498it [09:16, 159.73it/s]
121515it [09:16, 144.90it/s]
121531it [09:16, 144.19it/s]
121553it [09:17, 164.49it/s]
121580it [09:17, 192.54it/s]
121606it [09:17, 209.31it/s]
121628it [09:17, 205.06it/s]
121649it [09:17, 180.92it/s]
121668it [09:17, 133.61it/s]
121684it [09:17, 137.89it/s]
121704it [09:17, 152.00it/s]
121721it [09:18, 142.88it/s]
121737it [09:18, 145.69it/s]
121757it [09:18, 158.94it/s]
121779it [09:18, 174.85it/s]
121799it [09:18, 180.59it/s]
121818it [09:18, 177.35it/s]
121837it [09:18, 163.77it/s]
121854it [09:19, 92.27it/s]
121868it [09:19, 82.88it/s]
121880it [09:19, 88.73it/s]
121892it [09:19, 90.60it/s]
121909it [09:19, 105.64it/s]
121922it [09:19, 83.29it/s]
121933it [09:20, 72.51it/s]
121945it [09:20, 80.88it/s]
121959it [09:20, 91.38it/s]
121972it [09:20, 79.35it/s]
121982it [09:20, 82.35it/s]
121997it [09:20, 97.10it/s]
122008it [09:20, 95.93it/s]
122019it [09:21, 84.25it/s]
122032it [09:21, 94.48it/s]
122047it [09:21, 101.95it/s]
122064it [09:21, 116.50it/s]
122081it [09:21, 129.52it/s]
122097it [09:21, 136.36it/s]
122112it [09:21, 122.51it/s]
122125it [09:21, 92.26it/s]
122138it [09:22, 99.30it/s]
122150it [09:22, 102.56it/s]
122162it [09:22, 104.93it/s]
122180it [09:22, 123.53it/s]
122194it [09:22, 99.30it/s]
122210it [09:22, 111.08it/s]
122223it [09:22, 115.05it/s]
122238it [09:23, 95.46it/s]
122250it [09:23, 98.61it/s]
122263it [09:23, 105.99it/s]
122275it [09:23, 83.97it/s]
122292it [09:23, 101.09it/s]
122307it [09:23, 111.53it/s]
122322it [09:23, 115.24it/s]
122335it [09:24, 95.45it/s]
122348it [09:24, 102.23it/s]
122367it [09:24, 122.03it/s]
122387it [09:24, 141.76it/s]
122403it [09:24, 98.25it/s]
122420it [09:24, 110.77it/s]
122440it [09:24, 130.07it/s]
122466it [09:24, 160.47it/s]
122485it [09:25, 160.09it/s]
122504it [09:25, 165.30it/s]
122522it [09:25, 167.04it/s]
122540it [09:25, 162.61it/s]
122557it [09:25, 162.02it/s]
122578it [09:25, 175.00it/s]
122596it [09:25, 132.43it/s]
122612it [09:25, 136.66it/s]
122627it [09:26, 132.60it/s]
122643it [09:26, 139.08it/s]
122668it [09:26, 166.67it/s]
122686it [09:26, 164.32it/s]
122704it [09:26, 149.39it/s]
122720it [09:26, 81.43it/s]
122733it [09:27, 54.28it/s]
122747it [09:27, 50.85it/s]
122755it [09:27, 50.52it/s]
122769it [09:28, 61.93it/s]
122787it [09:28, 80.35it/s]
122799it [09:28, 63.32it/s]
122813it [09:28, 66.05it/s]
122822it [09:28, 60.33it/s]
122830it [09:28, 62.77it/s]
122838it [09:29, 62.29it/s]
122850it [09:29, 74.16it/s]
122863it [09:29, 85.39it/s]
122883it [09:29, 112.98it/s]
122896it [09:29, 70.02it/s]
122906it [09:29, 73.16it/s]
122916it [09:29, 73.62it/s]
122925it [09:30, 67.76it/s]
122939it [09:30, 79.95it/s]
122957it [09:30, 101.75it/s]
122969it [09:30, 80.20it/s]
122983it [09:30, 92.38it/s]
122999it [09:30, 105.77it/s]
123018it [09:30, 125.26it/s]
123032it [09:31, 126.26it/s]
123046it [09:31, 97.36it/s]
123067it [09:31, 121.46it/s]
123092it [09:31, 149.73it/s]
123110it [09:31, 150.56it/s]
123127it [09:31, 146.63it/s]
123143it [09:31, 129.83it/s]
123157it [09:31, 120.44it/s]
123179it [09:32, 141.58it/s]
123195it [09:32, 135.47it/s]
123212it [09:32, 143.59it/s]
123232it [09:32, 157.13it/s]
123255it [09:32, 171.55it/s]
123273it [09:32, 159.28it/s]
123290it [09:32, 161.39it/s]
123307it [09:32, 152.22it/s]
123323it [09:33, 113.82it/s]
123346it [09:33, 137.72it/s]
123362it [09:33, 128.82it/s]
123379it [09:33, 137.44it/s]
123394it [09:33, 139.65it/s]
123409it [09:33, 133.47it/s]
123426it [09:33, 142.31it/s]
123443it [09:33, 148.46it/s]
123462it [09:34, 157.21it/s]
123479it [09:34, 117.67it/s]
123493it [09:34, 114.51it/s]
123511it [09:34, 129.49it/s]
123528it [09:34, 136.92it/s]
123545it [09:34, 145.40it/s]
123561it [09:35, 45.44it/s]
123573it [09:35, 52.72it/s]
123585it [09:35, 53.24it/s]
123595it [09:36, 55.36it/s]
123612it [09:36, 72.86it/s]
123623it [09:36, 75.12it/s]
123634it [09:36, 64.75it/s]
123643it [09:36, 68.28it/s]
123652it [09:36, 70.24it/s]
123662it [09:36, 76.46it/s]
123674it [09:37, 84.75it/s]
123684it [09:37, 65.52it/s]
123692it [09:37, 63.66it/s]
123700it [09:37, 59.03it/s]
123712it [09:37, 71.73it/s]
123721it [09:37, 58.88it/s]
123732it [09:38, 69.15it/s]
123741it [09:38, 70.11it/s]
123749it [09:38, 58.28it/s]
123763it [09:38, 74.58it/s]
123778it [09:38, 91.62it/s]
123795it [09:38, 110.46it/s]
123809it [09:38, 116.66it/s]
123822it [09:38, 117.46it/s]
123837it [09:38, 122.53it/s]
123850it [09:39, 104.14it/s]
123864it [09:39, 111.67it/s]
123879it [09:39, 121.02it/s]
123895it [09:39, 128.03it/s]
123910it [09:39, 131.91it/s]
123930it [09:39, 149.88it/s]
123946it [09:39, 132.60it/s]
123960it [09:39, 116.32it/s]
123973it [09:40, 118.41it/s]
123996it [09:40, 145.91it/s]
124021it [09:40, 170.60it/s]
124039it [09:40, 127.65it/s]
124056it [09:40, 136.59it/s]
124072it [09:40, 138.53it/s]
124088it [09:40, 140.13it/s]
124108it [09:40, 154.63it/s]
124127it [09:41, 163.85it/s]
124145it [09:41, 145.23it/s]
124161it [09:41, 126.38it/s]
124185it [09:41, 152.68it/s]
124202it [09:41, 153.19it/s]
124219it [09:41, 136.44it/s]
124235it [09:41, 140.73it/s]
124256it [09:41, 156.64it/s]
124273it [09:42, 113.57it/s]
124287it [09:42, 117.58it/s]
124305it [09:42, 130.87it/s]
124324it [09:42, 138.09it/s]
124339it [09:42, 135.26it/s]
124354it [09:43, 38.02it/s]
124365it [09:43, 43.30it/s]
124375it [09:44, 48.73it/s]
124385it [09:44, 50.36it/s]
124394it [09:44, 50.36it/s]
124402it [09:44, 54.00it/s]
124410it [09:44, 56.49it/s]
124420it [09:44, 62.91it/s]
124428it [09:44, 57.38it/s]
124435it [09:45, 46.26it/s]
124441it [09:45, 48.75it/s]
124447it [09:45, 43.39it/s]
124452it [09:45, 41.81it/s]
124459it [09:45, 47.29it/s]
124467it [09:45, 54.22it/s]
124479it [09:45, 68.88it/s]
124488it [09:46, 72.10it/s]
124499it [09:46, 80.84it/s]
124508it [09:46, 81.66it/s]
124517it [09:46, 79.72it/s]
124529it [09:46, 90.22it/s]
124539it [09:46, 89.36it/s]
124549it [09:46, 89.46it/s]
124559it [09:46, 82.63it/s]
124574it [09:46, 96.75it/s]
124590it [09:47, 110.68it/s]
124605it [09:47, 118.92it/s]
124618it [09:47, 117.73it/s]
124631it [09:47, 119.01it/s]
124644it [09:47, 115.91it/s]
124656it [09:47, 115.24it/s]
124668it [09:47, 102.58it/s]
124691it [09:47, 134.44it/s]
124707it [09:47, 136.09it/s]
124722it [09:48, 128.80it/s]
124736it [09:48, 124.48it/s]
124755it [09:48, 139.24it/s]
124770it [09:48, 120.31it/s]
124788it [09:48, 134.08it/s]
124803it [09:48, 118.63it/s]
124824it [09:48, 137.60it/s]
124839it [09:49, 119.84it/s]
124852it [09:49, 106.04it/s]
124870it [09:49, 121.44it/s]
124889it [09:49, 137.38it/s]
124907it [09:49, 147.94it/s]
124923it [09:50, 49.02it/s]
124935it [09:50, 40.13it/s]
124950it [09:51, 50.63it/s]
124961it [09:51, 52.91it/s]
124971it [09:51, 52.43it/s]
124981it [09:51, 59.30it/s]
124993it [09:51, 68.90it/s]
125003it [09:51, 65.46it/s]
125012it [09:51, 67.75it/s]
125022it [09:51, 74.13it/s]
125039it [09:52, 92.38it/s]
125055it [09:52, 106.76it/s]
125067it [09:52, 96.37it/s]
125078it [09:52, 96.99it/s]
125091it [09:52, 100.94it/s]
125102it [09:52, 100.45it/s]
125121it [09:52, 123.87it/s]
125138it [09:52, 135.22it/s]
125152it [09:53, 134.29it/s]
125166it [09:53, 108.58it/s]
125178it [09:53, 97.03it/s]
125194it [09:53, 108.74it/s]
125206it [09:53, 103.26it/s]
125217it [09:53, 94.40it/s]
125227it [09:53, 92.59it/s]
125237it [09:53, 89.48it/s]
125247it [09:54, 91.88it/s]
125260it [09:54, 97.09it/s]
125271it [09:54, 99.34it/s]
125282it [09:54, 93.36it/s]
125292it [09:55, 35.74it/s]
125300it [09:55, 38.26it/s]
125307it [09:55, 40.54it/s]
125316it [09:55, 48.31it/s]
125333it [09:55, 70.20it/s]
125348it [09:55, 85.50it/s]
125359it [09:55, 76.72it/s]
125373it [09:56, 87.61it/s]
125384it [09:56, 82.07it/s]
125394it [09:56, 83.71it/s]
125404it [09:56, 87.00it/s]
125414it [09:56, 84.78it/s]
125423it [09:56, 82.98it/s]
125432it [09:56, 75.56it/s]
125440it [09:56, 70.25it/s]
125449it [09:57, 73.15it/s]
125457it [09:57, 52.50it/s]
125465it [09:57, 55.79it/s]
125472it [09:57, 56.52it/s]
125479it [09:57, 55.69it/s]
125487it [09:57, 52.29it/s]
125494it [09:58, 55.54it/s]
125500it [09:58, 37.17it/s]
125510it [09:58, 48.63it/s]
125517it [09:58, 48.54it/s]
125523it [09:58, 46.50it/s]
125529it [09:59, 36.20it/s]
125529it [09:59, 209.55it/s]

  0%|          | 0/2 [00:00<?, ?it/s]
 50%|█████     | 1/2 [00:00<00:00,  4.56it/s]
100%|██████████| 2/2 [00:00<00:00,  3.93it/s]
100%|██████████| 2/2 [00:00<00:00,  4.01it/s]

  0%|          | 0/2 [00:00<?, ?it/s]
 50%|█████     | 1/2 [00:00<00:00,  3.54it/s]
100%|██████████| 2/2 [00:00<00:00,  3.58it/s]
100%|██████████| 2/2 [00:00<00:00,  3.58it/s]

  0%|          | 0/2 [00:00<?, ?it/s]
 50%|█████     | 1/2 [00:00<00:00,  3.58it/s]
100%|██████████| 2/2 [00:00<00:00,  3.63it/s]
100%|██████████| 2/2 [00:00<00:00,  3.62it/s]

  0%|          | 0/2 [00:00<?, ?it/s]
 50%|█████     | 1/2 [00:00<00:00,  3.57it/s]
100%|██████████| 2/2 [00:00<00:00,  3.63it/s]
100%|██████████| 2/2 [00:00<00:00,  3.62it/s]

Interactive bundle visualization#

Another way to examine the outputs is to export the individual bundle figures, which show the streamlines, as well as the ROIs used to define the bundle. This is an html file, which contains an interactive figure that can be navigated, zoomed, rotated, etc.

bundle_html = my_afq.export("indiv_bundles_figures")
plotly.io.show(bundle_html["NDARAA948VFH"]["Left Acoustic Radiation"])

References#

1

Alexander LM, Escalera J, Ai L, et al. An open resource for transdiagnostic research in pediatric mental health and learning disorders. Sci Data. 2017;4:170181.

2

Richie-Halford A, Cieslak M, Ai L, et al. An analysis-ready and quality controlled resource for pediatric brain white-matter research. Scientific Data. 2022;9(1):1-27.

3

Cieslak M, Cook PA, He X, et al. QSIPrep: an integrative platform for preprocessing and reconstructing diffusion MRI data. Nat Methods. 2021;18(7):775-778.

Total running time of the script: (34 minutes 15.924 seconds)

Estimated memory usage: 4191 MB

Gallery generated by Sphinx-Gallery